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COST Action CA15104 Action Title: Inclusive Radio Communication Networks for 5G and beyond (IRACON) Agenda Management Committee Meeting Oulu, Finland From 27 to 29 May 2019 Start time: Monday May 27, 2019, 10 am Expected end time: Wednesday May 29, 2019, 2 pm (including lunch) 1. Welcome to participants 2. Adoption of agenda 3. Approval of minutes and matters arising of last meeting (MCM9) 4. Status of the Action 5. Review of action deliverables and final book 6. Action sustainability 7. Report from the Grant Holder 8. Report from Training Manager (STSMs, Training Schools and Tutorials) 9. Report from Dissemination Manager 10. Presentation and Discussion of Technical Documents 11. Final book 12. Future meetings 13. Reports from Working Group Chairs 14. Liaisons with International Bodies and Projects 15. AOB 16. Close of Meeting

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Page 1: Agenda - IRACON · Work and Budget Plan for Y3, including top-up Networking Tool Quantity/Description Budget Meetings 3 MCMs 127 676.82 EUR Training Schools 3 TSs 48 631.50 EUR STSMs

COST Action CA15104

Action Title: Inclusive Radio Communication Networks for 5G and beyond (IRACON)

Agenda

Management Committee Meeting

Oulu, Finland

From 27 to 29 May 2019

Start time: Monday May 27, 2019, 10 am

Expected end time: Wednesday May 29, 2019, 2 pm (including lunch)

1. Welcome to participants

2. Adoption of agenda

3. Approval of minutes and matters arising of last meeting (MCM9)

4. Status of the Action

5. Review of action deliverables and final book

6. Action sustainability

7. Report from the Grant Holder

8. Report from Training Manager (STSMs, Training Schools and Tutorials)

9. Report from Dissemination Manager

10. Presentation and Discussion of Technical Documents

11. Final book

12. Future meetings

13. Reports from Working Group Chairs

14. Liaisons with International Bodies and Projects

15. AOB

16. Close of Meeting

Page 2: Agenda - IRACON · Work and Budget Plan for Y3, including top-up Networking Tool Quantity/Description Budget Meetings 3 MCMs 127 676.82 EUR Training Schools 3 TSs 48 631.50 EUR STSMs

10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON

5th Management Committee & Technical Meeting. Bristol, UK, 24-26 Sept 2012

Claude Oestges

ICTEAM

Université catholique de Louvain

10th Management

Committee

Meeting

Oulu, FinlandMay 27-29, 2019

COST CA15104 – Inclusive Radio Communication

Networks for 5G and beyond

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON1. Invited speakers

Keynote session

• Keynote 0: 6G Flagship program, Matti Latva-aho (Centre for

Wireless Communications Oulu)

• Keynote 1: Janne Kolu (Keysight Technologies)

• Keynote 2: Olli Liinamaa (Nokia)

• Keynote 3: Kimmo Hyrynkangas (Verkotan)

Page 4: Agenda - IRACON · Work and Budget Plan for Y3, including top-up Networking Tool Quantity/Description Budget Meetings 3 MCMs 127 676.82 EUR Training Schools 3 TSs 48 631.50 EUR STSMs

10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON2. Adoption of the Agenda

1. Welcome to participants and keynotes

2. Adoption of agenda

3. Approval of minutes and matters arising of last meetings (MCM9)

4. Status of the Action

5. Review of action deliverables and final book

6. Action sustainability

7. Report from the Grant Holder

8. Report from Training Manager (STSMs, Training Schools and Tutorials)

9. Report from Dissemination Manager

10. Presentation and Discussion of Technical Documents

11. Final book update (on Tuesday)

12. Future meetings

13. Reports from Working Group Chairs

14. Liaisons with International Bodies and Projects

15. AOB

16. Close of Meeting

Page 5: Agenda - IRACON · Work and Budget Plan for Y3, including top-up Networking Tool Quantity/Description Budget Meetings 3 MCMs 127 676.82 EUR Training Schools 3 TSs 48 631.50 EUR STSMs

10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON2. Adoption of the Agenda

Any change to the agenda ?

ATTENDANCE LISTS

Please sign the attendance list for the day(s) your are present

AND

ONE attendance list for EACH WG/EWG you attend

No reimbursement of travel expenses (for those entitled to)

if attendance lists are not duly signed

NEWSLETTER MEETING

Who ? Members of the steering committee

When ? Tuesday at 6:00 pm

Where ? in the plenary room

Page 6: Agenda - IRACON · Work and Budget Plan for Y3, including top-up Networking Tool Quantity/Description Budget Meetings 3 MCMs 127 676.82 EUR Training Schools 3 TSs 48 631.50 EUR STSMs

10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON3. Approval of MCM 9 minutes

Any comment on MCM9 minutes ?

Page 7: Agenda - IRACON · Work and Budget Plan for Y3, including top-up Networking Tool Quantity/Description Budget Meetings 3 MCMs 127 676.82 EUR Training Schools 3 TSs 48 631.50 EUR STSMs

10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON

Partners• Number of signatory countries : 35 (out of 36)

• Number of MC Members : 66 (+ Chair)

• Near Neighbour Country Institutions : 4 approved

• International Partner Country Institutions :

13 approved and activated, 1 conditionally approved

4. Status of the Action

Beijing Jiaotong University China

Tokyo Institute of Technology Japan

Comsearch United States of America

NIST United States of America

Samsung Electronics Co. Korea, Republic of

Japan Advanced Institute of Science and Technology Japan

Motorola Mobility LLC United States of America

Universidad Icesi Colombia

Niigata University Japan

Northeastern University United States of America

CSIR South Africa

Huawei Device Company China

ETS Canada

University of Canterbury New Zealand

National Research Tomsk Polytechnic University Russian Federation

YK State University of Grodno Belarus

RUDN University Russian Federation

University of Prishtina Kosovo

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON4. Status of the Action

Page 9: Agenda - IRACON · Work and Budget Plan for Y3, including top-up Networking Tool Quantity/Description Budget Meetings 3 MCMs 127 676.82 EUR Training Schools 3 TSs 48 631.50 EUR STSMs

10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON4. Status of the Action

Important Reminders: Deadlines and Procedures

• TD submission

Request a TD number (usually 20 days before the meeting)

Send to the secretary a full TD (10 days before the meeting) using the

cover page available on the website

These deadlines are set to enable the StC to prepare the meeting schedule

• Meeting registration: two actions are required

Register on IRACON website (20 days before the meeting)

Accept the e-cost invitation

Page 10: Agenda - IRACON · Work and Budget Plan for Y3, including top-up Networking Tool Quantity/Description Budget Meetings 3 MCMs 127 676.82 EUR Training Schools 3 TSs 48 631.50 EUR STSMs

10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON4. Status of the Action

Important Reminders: Deadlines and Procedures

• Reimbursement (for those entitled to)

Accept the e-cost invitation

Fill the the e-cost and submit the claim (after the meeting)

The reimbursement procedure MUST take place on e-cost

If you cannot attend but are replaced by an eligible substitute

• Send a request to the Chair and GH (cc: secretary) at least 20 days

prior to the event to enable the reimbursement of your official substitute

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON4. Status of the Action

Important Reminders: e-Mailing and Acknowledgment

• Usage of global reflector

From this meeting on, the global reflector ([email protected],

moderated) should not be used to advertise events (outside those of the

Action itself)

Ask Alice ([email protected]) to include your announcement on the

IRACON Web Page

• WG reflectors have been created

• Acknowledge COST CA15104 IRACON on all joint publications

This work was carried out in the framework of COST Action CA15104 IRACON

The authors acknowledge the fruitful discussions in COST Action CA15104 IRACON

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON4. Status of the Action

January 2019

9th MCM (Dublin, 16-18 Jan 2019)

Organized by Conor Brennan

90 TDs (including 4 workshop contributions)

3 invited speakers

131 (!) participants

February 2019

COST Academy - Storytelling: spotting and writing a good story. Getting people to

listen (Brussels, 19-20 February 2019)

IRACON to be represented by Luis Correia

March 2019

COST Connect event on “Data sharing” (Brussels, 13-14 March 2019)

IRACON to be represented by Margot Deruyck

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON4. Status of the Action

ECI Representative

• What is an ECI ?

Early Career Investigator, maximum 8 years after the PhD (ie no PhD degree or

PhD degree after June 1, 2011)

• Role of ECI representative in the core group (one-year mandate)

Participation to core group discussions and preparation of MC meetings Newsletter

editor and blog moderator

Margot Deruyck (BE) was elected for Y1

Luca Feltrin (IT) was elected for Y2

Conchi Garcia Pardo (ES) was elected for Y3

Two applications have been received for Y4 (elections on Monday 3:45 pm

in the plenary room)

Piotr Rajchowski

Nuno Leonor

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON5. Deliverables

Technical deliverables for the first two years

• Deliverable 1 (M14, May 2017): Working Groups first year term annual report

summarising the achievements of every WG all WGs

• Deliverable 2 (M20, November 2017): Overview of IRACON Reference

Scenarios and assessment of 5G radio access techniques through experimental

platforms WG3, EWG-RA

• Deliverable 3 (M24, March 2018): Submission to international bodies of

contributions about concerted 5G radio channel models WG1

• Deliverable 4 (M24, March 2018): Collaborative white paper on new

localization techniques suitable for 5G and the Internet of Things

EWG-LT+IoT

• Deliverable 5 (M26, May 2018): Working Groups second year term annual

report summarising the achievements of every WG all WGs

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON5. Deliverables

Technical deliverables for the last two years

• Deliverable 6 (M36, March 2019): Collaborative white paper on future

architecture and protocols for the Internet of Things EWG-IoT

• Deliverable 7 (M38, May 2019) : Working Group third year term annual report

summarising the achievements of every WG all WGs

• Deliverable 8 (M42, September 2019): Technical inputs and liaison statements

to Standardisation Groups on metrics for Over the Air (OTA) testing

EWG-OTA

• Deliverable 9 (M42, September 2019): IRACON concerted radio channel

models for 5G and beyond (draft book chapter) WG1

• Deliverable 10 (M50, May 2020): Working Group final report summarising the

achievements of every WG in the overall Action (draft book) all WGs

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON5. Deliverables

Deliverable 7 timeline

• Edition

WG chairs are the contributors

Chair and Vice-Chair are the editors

• Content

1 page per WG/meeting

Scientific results and dissemination activities (no equations !)

Will be published on IRACON website

• Schedule

Draft version by March 31, 2019 postponed to June 15, 2019

Delivery by June 30, 2019

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON5. Final Book

Timeline• During Cartagena meeting, each WG discusses about a list of sections

• After Cartegena meeting, the WG chairs finalize the discussion and propose

the list of sections to the Chair

• Integration of all sections into a set of coherent chapters by the BEC

• The ToC is frozen at Podgorica meeting (40 pages per chapter)

• Chapter and section editors are identified at Podgorica meeting

• IRACON Chair must search for publisher between MCM8 and MCM9

• The first draft of the book is ready by April May 2019

Book Editors

• Claude Oestges and François Quitin

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON5. Final Book

Table of Content

1. Introduction

2. Radio propagation modelling methods and tools

2.1 5G and beyond propagation environnements

2.2 Channel model classification

2.3 Algorithms for estimation of radio channel parameters

3. IRACON measurements and channels for 5G and beyond communications

3.1 Measurement scenarios

3.2Millimetre wave and THz channels

3.3MIMO and massive MIMO channels

3.4Fast time-varying channels

3.5 Electric properties of materials for 5G channel simulators

4. Over-the-Air testing for 5G

4.1 Field emulation for electrically large test objects

4.2 Emulation of millimetre wave channels

4.3 Emulation techniques for testing hardware internals

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON5. Final Book

Draft Table of Content (2)

5. Coding and processing for advanced wireless networks

5.1 Advanced waveforms, coding and signal processing

5.2 Distributed and cooperative PHY processing in wireless networks

5.3 Massive MIMO

5.4 Implementation and HW driven solutions and full duplex communications

6. 5G and beyond networks

6.1 Wireless connectivity

6.2 Spectrum management and sharing

6.3 Scheduling and RRM

6.4 5G radio access platforms

6.5 HetNet and UDN

6.6 CRAN

6.7 SDN and NFV

6.8 UAVs

6.9. Application domains and solutions

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON5. Final Book

Draft Table of Content (3)

7. IoT protocols, architectures and applications

7.1 Low power Wide Area Networks

7.2 Routing and MAC protocols for IoT

7.3 Vehicular communications

7.4 Energy efficient/constrained solutions for IoT

7.5 Software Defined Networking and Virtualization for IoT

7.6 Special applications of IoT

8. IoT for healthcare applications

8.1 Nano-communications

8.2 Wearable and implantable IoT-Health Technology

8.3 IoT-Health Networking and Applications

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON5. Final Book

Draft Table of Content (4)

9. Localization and tracking

9.1 Measurement acquisition, modeling, and performance limits

9.2 Positioning methods, data fusion and tracking

9.3 Channel modeling and multipath exploitation

9.4 System study and system-level performance analysis

9.5 Testbed and prototyping activities

10. Future trends in communications, networking and beyond

Page 22: Agenda - IRACON · Work and Budget Plan for Y3, including top-up Networking Tool Quantity/Description Budget Meetings 3 MCMs 127 676.82 EUR Training Schools 3 TSs 48 631.50 EUR STSMs

10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON6. Action Sustainability

Anyone with ideas contributions sent on shared document but the

document remains open

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON7. Report from the Grant Holder

Work and Budget Plan for Y3, including top-up

Networking Tool Quantity/Description Budget

Meetings 3 MCMs 127 676.82 EUR

Training Schools 3 TSs 48 631.50 EUR

STSMs 2 STSMs 14 400.00 EUR

ITC Conference Grants 4 conference grants 4 600.00 EUR

Other Expenses Related to Scientific

ActivitiesBank fees 976.50 EUR

Total Science Expenditure 196 284.82 EUR

Financial and Scientific Administration

and Coordination (MAX. 15%)15 % 29 442.72 EUR

Total Grant 225 727.54 EUR

Grant Holder Secretary

Miss Alice Baldini

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON

Grant Holder Secretary

Miss Alice Baldini

7. Report from the Grant Holder

Status

Steps Budget

Total Grant 225,727.54 €

1st Instalment received (Aug‘18) 50% pre top-up 98,489.74 €

2nd instalment received (Feb‘19) 35% after top-up + difference 93,378.67 €

3rd instalment (approx.) to be received after FFR 30,047.16 €

Meetings (4) 130,945.06 €

Training Schools (3) 43,371.57 €

STSMs (11) 13,695.00 €

ITC Conference Grants (4) 3,185.00 €

Bank fees / OERSA (approx.) 1,773.43 €

Total spent 192,970.06 €

FSAC - Financial and Scientific Admin. and Coordination (approx.) 28,945.51 €

Grand total 221,915.57 €

Percentage of budget spent 98.5%

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON7. Report from the Grant Holder

Approved Work and Budget Plan for Y4

Networking Tool Description Budget

Meetings 3 MCMs 111 550.00 EUR

Training Schools 3 TSs 19 000.00 EUR

STSMs 5 STSMs 6 000.00 EUR

ITC Conference Grants 2 Conference grants 600.00 EUR

Other Expenses Related to Scientific

ActivitiesBank fees 1546.00 EUR

Total Science Expenditure 138 696.00 EUR

Financial and Scientific Administration

and Coordination (MAX. 15%)15 % 20 804.40 EUR

Total Grant 159 500.40 EUR

Grant Holder Secretary

Miss Alice Baldini

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON8. Report from Training Manager

Training Schools

2017/2018

4- IRACON/Met5G Training School on interference in 5G – April 16-17, 2018

Guildford, Surrey, UK.

3- VTS PT Chapter/COST-IRACON Joint Winter School on Beyond 5G Networks

operating in the Millimetre Wavebands enabled by Joint Analogue-digital

Signal Processing – March 5-9, 2018 Lisbon, Portugal

2- ESoA/COST-IRACON Joint Training School on Large Scale Radio

Propagation – June 12-16, 2017 Louvain-La-Neuve, Belgium

2016/2017

1- WIBEC/COST-IRACON Joint Training School on Antennas and Propagation

Modeling for Body Environment Communications – May 1-3, 2017 Dresden,

Germany

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON8. Report from Training Manager

Training Schools

2018/2019 - Great successes

7- Training School on Machine Learning and Wireless Communication – 8-11

Apr. 2019 - Barcelona, CTTC.

20 Grants, 80+ attendees (Limited due to logistic reasons)

6- Joint Training Workshop IRACON-WaveComBE on Milimmeter Wave Indoor

Channels, Jan. 2019.

16 Grant (29 requests) – 45 attendees

5- Winter School on Information Theory and Signal Processing for Internet of

Things – 18-22 Nov. 2018, Lyon, France.

16 grants – 40 attendees (Space limitations due to practical works)

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON8. Report from Training Manager

Reminder: Grants are allocated on a first arrived first served

basis with a limitation to one per institution if necessary.

Training Schools – Grant period 4

Planned

Training school on 'Network Models, Architectures and Applications for 5G'

Proposal

End 2019 Winter School on System Level Optimization and Waveforms in Radio

Communication Networks for 5G and Beyond”

With Marie Curie action TeamUp5G MSCA ITN

Fernando Velez

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON

COST CA15104 (IRACON) Training School:

Network Models, Architectures and Applications for 5G

7 – 11 October 2019

RUDN University, Moscow, Russia

Scope Global view in key features of the emerging 5G technologies from the networking perspective

• models, • architectures and • applications.

Lectures will give background on 5G wireless communications networks concepts, ranging from the more fundamental ones related to concepts and mathematical modelling to experimental and applied ones connected to the incoming standardisation features.

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON

Speakers

Organisers

8. Report from Training Manager

Andres Gonzalvez, Telenor, NO Luis M. Correia, IST-U. Lisbon, PT

Antonio Orsino, Ericsson, FI Paul Sutton, SRS, ES

Carles Anton, CTTC, ES Roberto Verdone, U. Bologna, IT

David Calligaris, Huawei, DE Silvia Ruiz, UPC, ES

Hamed Ahmadi, U. Essex, UK Yuliya Gaidamaka, RUDN, RU

Konstantin Samouylov, RUDN, RU

Hamed Ahmadi, U. Essex, UK Luis M. Correia, IST-U. Lisbon, PT

Konstantin Samouylov, RUDN, RU Silvia Ruiz, UPC, ES

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON

STSMs for GP1

10 accepted

Spain (x2), Austria, Danemark (x2), Croatia, Belgium, Italy (x3), Germany (x2), France

(x3), Finland (x2), Portugal, Bosnia and Herzegovina (x2)

1. Multi-bands MIMO dual-Pol measurements and characterization of Radio Propagation for future 5G

and B5G Wireless systems

2. Spatial Consistency in 5G Radio Channel Propagation mm-wave Spectrum

3. Characterization and Modeling of the MIMO Radio channel in the W-band

4. Concealed, Chassis Integrated, Pattern Reconfigurable, Automotive Antenna

5. Over-the-air performance evaluation of massive MIMO antenna systems in anechoic chambers

6. Implementation and measurement of 5G waveform candidate using OpenAirInterface

7. Introducing Multiple UAV Trajectories in UAV-Aided B5G Networks

8. Impact of Radio Channel on the Performance of ALOHA-based Medium Access Control Schemes

9. Experimental Characterization of Joint Scheduling and Routing algorithm over 6TiSCH

10. Performance Evaluation of MCF (minimum cost forwarding) and SRMCF (source routing MCF)

routing protocols over 6TiSCH (IPv6 over the TSCH mode of IEEE 802.15.4e)

8. Report from Training Manager

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON8. Report from Training Manager

STSMs for GP2

11 accepted – 2 rejected – 1 cancelled

Sweden (x5), Belgium, Austria (x2), UK, Finland, Spain (x3), Poland (x2), Portugal (x3),

Italy, Russia, France, Germany

1. Measurement and Characterisation of a Real-Time Channel Emulator based on a Software Defined

Radio

2. Characterization and design of mm-wave antennas for 5G

3. Polarised Off-body Channel Measurements with Dynamic User

4. Simulations of the radio channel in off-body communications in a passenger ferry environment

5. 5th Generation (5G) Communications: Parameterizing COST2100 at 60 GHz for the establishment of

simplified user scheduling for Massive MIMO

6. Full-Duplex device-to-Device Communications

7. Implementation of Low-complexity Hybrid Analogue-digital Solutions in CAP-MIMO

8. Power-efficient and reliable mm-wave communications in dynamic environments

9. Design RF devices in millimetres with glide-symmetry structures

10. Tactile internet enabled Drone Control over LTE for Ultra-Dense Cloud Drone Networks

11. Elaboration and description of multipath propagation for mmW

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON8. Report from Training Manager

STSMs for GP3

16 submitted - 11 accepted – 5 rejected

Denmark, Belgium (x3), Spain (x3), Croatia, Serbie, France (x2), Poland (x2), Portugal (x4),

Italy, Russia (x3), USA

1. Air-to-ground channel characterization at mmWave frequencies

2. Simulation of polarised off-body channels with dynamic users

3. New channel estimation algorithms at the physical level to improve the performance of future

communications systems relying on the use of a new waveform.

4. Utilization of Advanced RFID Physical Layer Modeling for the Design of Advanced

Reception/Transmission Algorithms

5. Modulation based Simultaneous Wireless Information and Power Transfer

6. Experimental validation of Physical Layer Security using SISO and MISO configurations.

7. Implementation of algorithms or designs in Software Defined Radio (SDR) nodes, in order to evaluate

diverse communication scenarios using FIT/CortexLab

8. SLA-based network slicing analytical modelling

9. Analytical modelling of the mobile computing offloading

10. Robust Bayesian Parametric/Nonparametric Statistical Inference for Indoor Localization, Tracking and

Navigation

11. Communication interfaces for medical chips in patients bodies suitable for early detection of infections

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON8. Report from Training Manager

STSMs for GP4

4 submitted - 2 accepted – 2 under revision

Austria (x2), France (x2), Norway, Spain, Sweden, Ireland

1. New Measures of Service Reliability for Shared Mobile Networks

2. Exploitation of 3D deterministic channel models for realistic hybrid 5G and GNSS positioning

simulations d Navigation

3. User Separability in Distributed Massive MIMO Systems

4. Millimetre Wave Over-the-Air Testing with Measured Channels

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON8. Report from Training Manager

STSMs for GP4

Still some space

… but …

Involvement in the action has to be clear

State this in your applications: previous participation to a meeting / plan to

present in a coming meeting.

Maximum grant: 1200€

Main rejection reasons

1. Not enough experience (Master Students) and a risk of non continuity

2. Topics a bit far from the core of the activities (antenna design)

3. Involvement in the action questionable …

4. Application received too late

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON9. Report from Dissemination Manager

Dissemination Actions: IRACON Special Sessions

• EuCAP 2019, Krakow, March 31-April 5, 2019

2 IRACON special sessions, and 2 IRACON-inspired special sessions

COST session CA15104

(IRACON): Measurements and

Simulations in Channel Modelling

in Wireless Body Aera Network

Krzysztof K. Cwalina Luis M. Correia

IET / COST session CA15104

(IRACON): Propagation

Measurements and Modelling for

5G and Beyond

Sana Salous Enrico Maria Vitucci

Assessment and Modelling of

Antennas and Radio Channels

Jointly

Alain Sibille Ke Guan

Propagation Channels for Wide

Sense Vehicle to X

Communications

Ke Guan Uwe-Carsten Fiebig

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON9. Report from Dissemination Manager

Dissemination Actions: social media

Dissemination list for PhD training events

Leaflet• Goal: high-level introduction of the Action

• Updated after each meeting

Newsletters• All issues available at www.iracon.org under “Publications”

• Next issue to be expected after this meeting

Blog• To launch discussions and/or express views

Instagram, youtube, facebook, linkedin

• Send contributions to Alice

Dissemination Actions: special issue in Radio Science

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON10. Presentation and Discussion of TDs

There are 65 TDs to be presented

Working Groups discussions should include

• Next deliverables (September 2019)

• Joint activities with H2020 projects

• Tutorial offers for upcoming meetings

• Final book

• Joint activities (experiments, papers, etc.)

• Short Term Scientific Missions among participant institutions

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Oulu (FI) May 27-29, 2019

Start timeHoursSessions WG1 WG3 WG1 LT IoT-HealthTopics Indoor Planning/Opt Antennas Algorithms BANsTD number or other 7 19 14 12 3TD number or other 34 37 26 13 18TD number or other 41 68 61 46 56TD number or other 24 51TD number or other 25 5

Coffee BreakHoursSessions WG1 LT WG3 + RATopics mm-Wave + V2X UAV Radio AccessTD number or other 33 27 63TD number or other 48 36 64TD number or other 16 65TD number or other 55 30TD number or other DISC DISC (RA)

Lunch 13:00-14:00Hours 14:00 - 15:45Sessions WG1 WG2 WG3 WG1 IoT OTA

Topics Stoch. Models Signal Proc. Performance Ray-tracing IoT OTATD number or other 11 8 40 2 20 4TD number or other 67 17 42 6 21 23TD number or other 32 50 62 52 53 47TD number or other 44 54 66 38 31 57TD number or other 35 DISC DISC 9 DISC 58

Coffee Break 15:45 - 16:15Hours 16:15 - 18:00 16:15 - 18:00Sessions WG1 WG2 WG3 + IoTTopics Radar + misc. Book BookTD number or other 39TD number or other 45

TD number or other 49TD number or other 43TD number or other 29

End time Social event

11:15 - 13:00

WG1+WG2+WG3

1221528

DISC (book)

WednesdayTuesday

10:00 09:00 09:00

10th MCM and Technical Meeting - COST CA15104 (IRACON) - Oulu, Finland, May 27-29, 2019

Room

Monday

10:00 - 13:00 9:00 - 10:45 9:00 - 10:45

DISC

10:45-11:15 10:45-11:15

DISC

MC Plenary and invited speakersDISC

DISC

DISC

MC Plenary

DISC

15:45 - 16:15

11:15 - 13:00

13:00-14:00 13:00-14:0014:00 - 15:45 End of meeting

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON

Management Committee Meeting

resumes on

Wednesday at 11:15 am

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON11. Final Book

Future versions

• Version 1.2 (to be released before MCM11)

Only for chapters 2, 3 and 5

All sections completed

• Version 2 (to be released by end 2019)

For all chapters

Must include TDs from MCM10 and 11

Copy-right free figures and graphs

Updated references (replace TDs by papers if any)

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON11. Final Book

Deadlines (chapters 2, 3 and 5)

SE: Section editors – CE: Chapter editors – BE: Book editors

AP WHAT WHO WHOM WHEN

B/1Send revized sections

(chapters 2, 3, 5)SE CE June 30

B/2Send draft chapters (tex

files, bib files)CE BE July 15

B/3Send reminders and

compile all chaptersBE - Aug 1

B/4 Upload draft book v1.2 BE Secretary Aug 20

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON11. Final Book

Deadlines (all chapters)

SE: Section editors – CE: Chapter editors – BE: Book editors

AP WHAT WHO WHOM WHEN

B/5Send revized sections

(with MCM10&11 TDs)SE CE Sep 30

B/6Send draft chapters (tex

files, bib files)CE BE Oct 15

B/7Send reminders and

compile all chaptersBE - Nov 1

B/8 Upload draft book v2 BE Secretary Dec 1

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON15. AOB

Eligibility of secretary’s travels to meetings

• New rule in the vademecum

In the case that the Grant Holder Manager must travel to the meeting place in

an administrative role (eg. ensuring the attendance list is signed, assisting the

MC Chair with the Minutes, providing support to the Local Organiser, etc) then

the travel costs of the Grant Holder Manager can be funded with the Action’s

budget.

• Does the MC agree to include this rule in our own set of reimbursement

eligibility rules ?

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON12. Future Meetings

Future Meetings

• 11th IRACON MC/technical meeting (with joint workshop ?)

Dates: 4-6 Sep 2019

Gdansk (PL)

Organizer: Slawomir Ambroziak

• 12th (final) IRACON MC/technical meeting and workshop

Proposed dates: Jan 27-29 2020

Louvain-la-Neuve (BE)

Organizer: Claude Oestges

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON13. Reports from WG Chairs

DWGs

1. WG-1 (radio channels): Sana Salous and Katsuyuki Haneda

2. WG-2 (PHY-MAC): Hanna Bogucka and Jan Sykora

3. WG-3 (NET): Silvia Ruiz and Hamed Ahmadi

EWGs

1. WG-OTA: Wim Kotterman and Moray Rumney

2. WG-IoT: Erik Ström and Chiara Buratti

SWG IoT-Health: Slawomir J. Ambroziak and Kamran Sayrafian

3. WG-LT: Carles Anton and Klaus Witrisal

4. WG-RA: Florian Kaltenberger and Mark Beach

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON14. Liaisons

List of liaisons with international bodies, standards and

projects• 3GPP – Moray Rumney

• URSI – Sana Salous

• ITU-R – Sana Salous and Belen Montenegro

• H2020 5G-XCAST – Narcis Cardona

• 5G-PICTURE – Mark Beach

• CommNet (EPSRC network) – Mark Beach

• IEEE 1900.6 – Kostas Katzis

• EurAAP – Claude Oestges

• EURACON – Roberto Verdone

• WiBEC – Conchi Garcia

• 5G initiative – Fernando Velez

• Met5G – Tim Brown

• Clear5G – Haibin Zhang

• Wavecombe – Sana Salous/Narcis Cardona

• 5G-VINNI – Per Hjalmar Lehne

• 5G-HEART – Per Hjalmar Lehne

• 5G-EVE – Florian Kaltenberger

• EMPOWER – Per Hjalmar Lehne

• 5G-SMART – Fredrik Tufvesson

• MEANS – Fredrik Tufvesson

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON16. Close of Meeting

Action points

AP WHAT WHO WHOM WHEN

10/1Submit reimbursement

forms

Those

entitled toe-cost June 15

10/2Send Minutes of

Group MeetingsGroup Chairs

Chair +

SecretaryJune 15

10/3 Send deliverable 7 inputs Group ChairsChair +

SecretaryJune 15

10/4 Send STSM Applic.Those

interested

e-cost

+Training ChairOpen call

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON16. Close of Meeting

Action points

AP WHAT WHO WHOM WHEN

10/5 Register to 11th MCM Attendees Website Aug 16

10/6 Request TD number Authors Website Aug 16

10/7 Submit TD Authors Website Aug 25

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10th Management Committee Meeting – Oulu (Finland), 27-29 May 2019

IRACON

5th Management Committee & Technical Meeting. Bristol, UK, 24-26 Sept 2012

Claude Oestges

ICTEAM

Université catholique de Louvain

Thank you !

See you in

Gdansk, PolandSep 4-6, 2019

COST CA15104 – Inclusive Radio Communication

Networks for 5G and beyond

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CA15104 10th MCM - TM

May 27-29, 2019 - Oulu, Finland

List of eligible participants entitled to OTRR

Country Name/LastName Notes

CORE GROUP MEMBERS

Belgium Claude Oestges Chair

Italy Roberto Verdone Grant Holder Scientific Representative

France Laurent Clavier Training and STSM Manager

Portugal Luis M. Correia Dissemination Manager

Spain Conchi Garcia-Pardo ECI Representative

GRANT HOLDER MANAGER

Italy Alice Baldini Grant Holder Manager

MANAGEMENT COMMITTEE MEMBERS

Austria Dr Klaus WITRISAL

Austria Dr Thomas ZEMEN

Bosnia and Herzegovina Dr Nejdet DOGRU

Bosnia and Herzegovina Prof Gordana GARDASEVIC

Croatia Prof Antonio ŠAROLIĆ

Croatia Prof Radovan ZENTNER

Cyprus Dr Konstantinos KATZIS

Cyprus Dr Vasos VASSILIOU

Czech Republic Dr Ladislav POLAK

Czech Republic Prof Jan SYKORA

Denmark Prof Bernard Henri FLEURY

Denmark Prof Gert Frølund PEDERSEN

Estonia Dr Vitaly SKACHEK

Finland Dr Katsuyuki HANEDA

Finland Dr Tauno VÄHÄ-HEIKKILÄ

France Dr Raffaele D'ERRICO

Germany Prof Andreas CZYLWIK

Greece Prof Athanasios KANATAS

Greece Prof Athanasios PANAGOPOULOS

Hungary Prof Janos BITO

Iceland Prof Magnus HALLDORSSON

Ireland Dr Conor BRENNAN

Ireland Dr Hamed AHMADI

Israel Dr Arie REICHMAN

Israel Dr Yoram HADDAD

Lithuania Dr Rimvydas ALEKSIEJŪNAS

Lithuania Dr Saulius JAPERTAS

Luxembourg Dr Shree Krishna SHARMA

Luxembourg Dr Symeon CHATZINOTAS

Malta Dr Gianluca VALENTINO

Montenegro Dr Enis KOCAN

Montenegro Prof Milica PEJANOVIC-DJURISIC

Netherlands Dr Andrés ALAYÓN GLAZUNOV

Netherlands Dr Haibin ZHANG

North Macedonia Dr Biljana RISTESKA STOJKOSKA

North Macedonia Dr Sashko RISTOV

Norway Mr Per Hjalmar LEHNE

Norway Prof Torbjorn EKMAN

Poland Dr Pawel KULAKOWSKI

Portugal Prof Fernando José VELEZ

Romania Prof Vasile BOTA

Serbia Dr Lazar BERBAKOV

Serbia Prof Dragana BAJIC

Slovakia Dr Juraj MACHAJ

Slovakia Prof Lubomir DOBOS

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Slovenia Dr Tomaz JAVORNIK

Spain Dr Silvia RUIZ BOQUÉ

Sweden Prof Erik STRÖM

Sweden Prof Fredrik TUFVESSON

Switzerland Dr Jean-Frédéric WAGEN

Switzerland Prof Anja SKRIVERVIK

Turkey Dr Kemal OZDEMIR

Turkey Prof Hüseyin ARSLAN

United Kingdom Prof Alister BURR

United Kingdom Prof Sana SALOUS

MANAGEMENT COMMITTEE SUBSTITUTES Substitute of

Slovenia Tomi Mlinar Boštjan BATAGELJ

Poland Slawomir Ambroziak Hanna BOGUCKA

Belgium Francois Quitin Luc VANDENDORPE

Romania Titus Constantin Balan Marian ALEXANDRU

Hungary Balint Horvath Peter HORVATH

Germany Wim Kotterman Reiner THOMÄ

Italy Paolo Grazioso Valeria PETRINI

Spain Jose-Maria Molina-Garcia-Pardo Narcis CARDONA

Belgium Emmanuel Van Lil Wout JOSEPH

WG/EWG/SWG CHAIRS (WG meeting only)

United Kingdom Moray Rumney EWG-OTA: Over-The-Air testing

Italy Chiara Buratti EWG-IOT: Internet of Things

Spain Carles Anton-Haro EWG-LT: Localisation and Tracking

France Florian Kaltenberger EWG-RA: Radio Access

United Kindgdom Mark Beach EWG-RA: Radio Access

NEAR NEIGHBOUR COUNTRIES Institution

Russian Federation Dushantha Nalin K. J. Arachchilage National Research Tomsk Polytechnic University

Belarus Boris Assanovich YK State University of Grodno

Kosovo Bujar Krasniqi University of Prishtina

INVITED SPEAKERS / EXPERTS (WG meeting only) Institution

Russian Federation Eduard Sopin RUDN University (sub. of Samouylov & Gaidamaka)

Finland Janne Kolu Keysight Technologies Finland Oy

Finland Olli Liinamaa Nokia

Finland Kimmo Hyrynkangas Verkotan Oy

Date, 06/05/2019

Signatures, The Chair The Grant Holder

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TDs_10th MCM and 10th Technical meeting, Oulu

TD # Title Authors Abstract WG suggested by the author/s

TD(19)10001 Vehicular Networks Simulation with Realistic Physics

Esteban Egea-Lopez, Fernando Losilla, Juan Pascual-Garcia And Jose Maria Molina-Garcia-Pardo

Evaluation of cooperative automated driving applications requires the capability of simulating the vehicle and traffic dynamics as well as the communications with a level of accuracy that most of current tools still lack. In this paper we explore the use of game engines in hybrid traffic-network simulators. We describe and validate a novel framework based on this approach: Veneris. Our framework is made of a traffic simulator, implemented on top of the Unity game engine, which includes a realistic vehicle model and a set of driving and lane change behaviours adapted to a 3D environment that reproduce real-world traffic dynamics; a ray-launching GPU based propagation simulator, called Opal, and a set of modules which enable bidirectional coupling with the OMNET++ network simulator. The more relevant and novel mechanisms of Veneris are introduced, but further implementation details can be checked on the source code provided in our repository.We discuss the validation tests we have performed and show how it provides accurate results in three key areas: the fidelity of the vehicle dynamics, the recreation of realistic traffic flows and the accuracy of the propagation simulation. In addition, general results of the expected performance are provided.

DWG1: Radio Channels, DWG2: PHY Layer, DWG3: NET Layer

TD(19)10002 Dynamic Ray Tracing: Introduction and Concept

D. Bilibashi, E. M. Vitucci, V. Degli-Esposti

Radio applications in vehicular environment are becoming increasingly popular due to the development of autonomous driving and safety enforcement techniques that make use of vehicle-to-vehicle, vehicle-to-infrastructure as well as of radar solutions. Due the large variety of possible configurations, and to the highly dynamic characteristics of the environment, specific deterministic radio propagation models must be developed to assist the design and simulation of such vehicular applications. In the present work we present a dynamic ray tracing model that can provide a multidimensional channel prediction, including Doppler's shifts, with a single run on the base of a suitable "dynamic environment database" that describes a scene with moving objects and terminals. The proposed approach, applied to a reference street canyon scenario with a large moving object representing a bus is shown to yield realistic estimates of the channel's power-Doppler profiles.

DWG1: Radio Channels

TD(19)10003 Four Pillars of IoE in Health

Tamara Škorić, Konstantinos Katzis, Slađana Jovanović, Dragana Bajić

The internet of everything (IoE) is a concept that resides upon four distinctive pillars: people (connecting people in more relevant, valuable ways), data (converting data into intelligence to make better decisions), process (delivering the right information to the right person or right machine at the right time) and things (devices and objects connected to each other, also known as internet of things, IoT). The purposes of this contribution is to align

SEWG-IoT: Internet-of-Things for Health

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the four IoE pillars to the available mobile data sources in order to create a huge database, available for the medical research society. Each one of the four pillars is analyzed and the possibilities, advantages and disadvantages discussed.

TD(19)10004

Novel Over-the-Air Test Method for 5G Millimetre Wave devices, based on Elliptical Cylinder Reflectors

David Reyes, Mark Beach,Moray Rumney,Evangelos Mellios,and John Haine

The goals for 5G New Radio (NR) technology are to deliver wireless communications with higher capacity, performance, and efficiency compared with current mobile technologies. 5G NR will make effective use of the millimetre wave frequency spectrum to achieve these goals. However, these higher frequencies experience greater signal attenuation due to increased path loss and blockages. To overcome these, it is necessary to use high-gain directional active array antenna systems (AAS) at both ends of the communications link, which can steer the radiating beam in multiple directions. The cost effective and compact implementation of the AAS requires the RF transceiver and antenna array to be highly integrated, making it impossible to independently test the performance of the constituent components due to the lack of inter-stage connectors. Further, the propagation channel is highly dynamic in both temporal and spatial domains. Hence, conformance testing of such systems is most effectively carried out using Over-The-Air (OTA) testing, since traditional conducted non-spatial test methods will not predict the radiated performance in space and the action of the RF transceiver, in particular the beamformer. This paper presents a highly novel millimetre wave OTA test method facilitating the excitation of a Device Under Test (DUT) from multiple dynamic narrow angles of illumination, thus representing typical operating conditions and avoids the need for physical RF connections. This new method exploits the reflective properties of ellipsoidal surfaces and offers a cost-effective means when compared with other OTA test methods.

EWG-OTA: Over-The-Air testing

TD(19)10005

Bluetooth Low Power Portable Indoor Positioning System Using SIMO Approach

Stanislav Rozum, Jan Kufa, Ladislav Polak

The proposed Bluetooth Low Power (BLE) localization system focuses on simplifying deployment procedures in corridors while preserving the accuracy. It uses the Log-Distance path loss model, where the determination of environment constants is easier than creating fingerprints. Next, when the corridor is narrow enough (e.g., hospitals or office buildings), the perpendicular position may not be required, and further simplification in the floor plan design can be adopted. That results in a simple line per corridor (1D system). In order to reduce fluctuations in the Received Signal Strength Indicator (RSSI) and achieve an easy and portable solution to perform measurements on several sites, a wireless BLE Single Input Multiple Output (SIMO) system is introduced. The accuracy of the system for a fixed tag, placed in different spots on the line across the whole corridor, is better than 2.4m in a 90% of measurements. The average error is 0.92m without any filtration algorithms.

Localisation and Tracking

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TD(19)10006 Ray-based Deterministic Channel Modelling for sub-THz Band

Gregory Gougeon, Yoann Corre, Mohammed Zahid Aslam

Future wireless communications systems will require large network capacities beyond the capabilities of present and upcoming 5G technology. The trend of considering higher frequencies for their large bandwidths continues today into the sub-THz domain. The BRAVE project considers the frequencies in the 90-200 GHz spectrum, which have been considered in this paper. The challenges of channel modelling at sub-THz frequencies are described along with extensions made to a ray-based deterministic tool. The geographical and physical accuracies inherent to the ray-based tool are exploited to simulate two different scenarios. The first scenario is an indoor office scenario and the second is an outdoor in-street scenario. The application of the updated channel modelling properties of the ray-based tool provides interesting perspectives into the sub-THz channel modelling. This permits the development of realistic models for the evaluation, characterization and eventual deployment of such systems.

DWG1: Radio Channels

TD(19)10007

Spatial Properties of Industrial Wireless Ultra-Reliable Low-Latency Communication MIMO Links

Stefan Zelenbaba, Markus Hofer, David Löschenbrand, Thomas Zemen, Georg Kail, Martin Schiefer

We show the results of a measurement campaign done in an industrial environment, to characterize frequency-selective 2 x 2 multiple-input multiple-output channels. The transmitter is kept static while the receiver moves across a positioning board between line-of-sight and obstructed line-of-sight. We compare capacity, diversity order, and fading patterns of different antenna settings. We observe that higher outage capacity is achieved when using dipoles with same polarization rather than cross-polarized dipoles. The settings with higher capacity rates also show lower root-mean-square delay spread values, due to the presence of a strong line-of-sight component. We see how polarization and antenna alignment influence the fading patterns.

DWG1: Radio Channels,DWG2: PHY Layer

TD(19)10008

Performance Analysis of Hierarchical Decision Aided 2-Source BPSK H-MAC CSE with Feed-Back Gradient Solver for WPNC Networks

Petr Hron, Jan Sykora

The paper addresses a problem of channel phase estimation in a 2-source Hierarchical MAC channel in a Wireless Physical Layer Coded (WPNC) system with Hierarchical Decode and Forward strategy. We assume a non-pilot based estimator, a pilot based one would require orthogonal pilot signal resources which are not available in WPNC system. In such a system, the receiving relay node does not have the individual source data available and the only data related estimator aid is a many-to-one network coded data function. We analyze the performance of estimator with feed-back gradient solver. Particularly we analyze: (1) mean square error (MSE) performance including its relation to Cramer-Rao Lower Bound (CRLB), and (2) we analyze properties of ambiguity modes of the estimator.

DWG2: PHY Layer

TD(19)10009

The Study of the Probability Density Function of the Total Intensity in a Trunk Dominated Forest

Saúl A. Torrico, Cuneyt Utku, and Roger H. Lang

The radiative transport equation is being considered in order to assess the propagation loss between a transmitter and a receiver located in a two-dimensional trunk-forested medium. The transport theory is used to study the effects of multiple scattering for a two-dimensional forest of lossy tree trunks in the high and low frequency regimes. In the low frequency limit, the results are compared with the values obtained from a Monte-Carlo

DWG1: Radio Channels

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simulation of an ensemble of infinite length, vertical cylinders. Finally, using the Monte-Carlo simulation in conjunction with the radiative transport theory, we study the probability density function of the total signal amplitude and intensity.

TD(19)10010

TD(19)10011

On the clustering of radio channel impulse responses using sparsity-based methods

Ruisi He, Wei Chen, Bo Ai, Andreas F. Molisch, Wei Wang, Zhangdui Zhong, Jian Yu, and Seun Sangodoyin

Radio channel modeling has been an important research topic, as the analysis and evaluation of any wireless communication system requires a reliable model of the channel impulse response (CIR). The classical work by Saleh and Valenzuela and many recent measurements show that multipath component (MPC) arrivals in CIRs appear at the receiver in clusters. To parameterize the CIR model, the first step is to identify clusters in CIRs, and a clustering algorithm is thus needed. However, the main weakness of the existing clustering algorithms is that the specific model for the cluster shape is not fully taken into account in the clustering algorithm, which leads to erroneous clustering and reduced performance. In this paper, we propose a novel CIR clustering algorithm using a sparsity-based method, which exploits the feature of the Saleh–Valenzuela (SV) model that the power of the MPCs is exponentially decreasing with increasing delay. We first use a sparsity-based optimization to recover CIRs, which can be well solved using reweighted l1 minimization. Then, a heuristic approach is provided to identify clusters in the recovered CIRs, which leads to improved clustering accuracy in comparison to identifying clusters directly in the raw CIRs. Finally, a clustering enhancement approach, which employs the goodness-of-fit (GoS) test to evaluate clustering accuracy, is used to further improve the performance. The proposed algorithm incorporates the anticipated behaviors of clusters into the clustering framework and enables applications with no prior knowledge of the clusters, such as number and initial locations of clusters. Measurements validate the proposed algorithm, and comparisons with other algorithms show that the proposed algorithm has the best performance and a fairly low computational complexity.

DWG1: Radio Channels

TD(19)10012 RANSAC for Exchanging Maps in Multipath Assisted Positioning

Markus Ulmschneider and Christian Gentner

The classical approach to the multipath problem in positioning algorithms is to try to mitigate the influence of multipath components (MPCs) on the line-of-sight (LoS) path. Over the last years, a contrary approach has emerged with multipath assisted positioning, where MPCs of terrestrial signals are regarded as LoS signals from virtual transmitters. Thus, the spatial information in MPCs is exploited for localization. The locations of the physical and virtual transmitters can be estimated together with the user position using simultaneous localization and mapping (SLAM). To decrease the possibly long convergence time of SLAM, maps of transmitters can be exchanged among users. The information in a map can then be fused with the user observations. However, in the general case, the users do not know their starting locations and/or headings, and therefore are in their own local

Localisation and Tracking

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coordinate systems. When maps of transmitters are exchanged, the relative rotation and translation between the coordinate systems of a user and a received map need to be estimated. Within this paper, we propose a variant of the random sample consensus (RANSAC) algorithm for this estimation as it is very robust against outliers. We show by simulations in an indoor scenario that RANSAC increases the accuracy significantly.

TD(19)10013

LTE Multipath Component Delay Based Simultaneous Localization and Mapping

Junshi Chen, Meifang Zhu, Fredrik Tufvesson

Cellular radio based localization can be an important complement or alternative to other localization technologies, as base stations continuously transmit signals of opportunity with beneficial positioning properties. In this paper, we use the long term evolution (LTE) cellspecific reference signal for this purpose. The multipath component delays are estimated by the ESPRIT algorithm, and the estimated multipath component delays of different snapshots are associated by global nearest neighbor with a Kalman filter. Rao-Blackwellized particle filter based simultaneous localization and mapping (SLAM) is then applied to estimate the position of user equipment and that of the base station and virtual transmitters. Analysis based on data logged from a measurement campaign with a single base station shows the performance of the algorithm with maximum position error of 1.5 meters.

Localisation and Tracking

TD(19)10014 Channel Static Antennas

Gerald Artner

The possibility to keep wireless communication channels static is investigated. When an antenna is moved away from its position, this will in general cause the channel to change. Considerations suggest that wireless communication channels can be kept static by performing a counter-movement of the antenna to keep it in its original position relative to outside observers. Feasibility is shown for a platform moving in straight motion over a finite distance. The channel is kept static by countering the platform’s movement with physical movement of the antenna in the opposite direction. The experiment is conducted with a quarter-wavelength monopole antenna in the gigahertz range.

DWG1: Radio Channels

TD(19)10015

Machine Learning Methods for SIR Prediction in Cellular Networks

Orit Rozenblit, Yoram Haddad, Yisroel Mirsky, Rina Azoulay

Accurate assessment of the wireless coverage of a station is considered a key feature in 5G networks. Determining the reception coverage of transmitters becomes a complicated problem when there are interfering transmitters, and it becomes increasingly more complicated when the transmission powers of those transmitters are not uniform. In this paper, we compare different Machine Learning techniques that can be used to predict the wireless coverage maps. We consider the following Machine Learning methods: (1) Radial Basis Network; a type of Artificial Neural Network which typically uses Gaussian kernels, (2) an Artificial Neural Network which uses a sigmoid function as an activator, (3) A Multi-Layer Perceptron with two hidden layers, and (4) the K-Nearest-Neighbors technique. We show how it is possible to train the Neural Networks to generate coverage maps based on samples and we check the accuracy level of the learning process on a test set, using these four different learning techniques. The conclusion of our experiments is that

DWG3: NET Layer

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if the sample points are randomly located, the Radial Basis Network and the Multi-Layer Perceptron perform better than the other methods. Thus, these models can be considered promising candidates for learning coverage maps, and can be used for efficient spectrum management within the framework of 5G cellular networks.

TD(19)10016

3D MIMO V2V Channel Measurements and the Cluster-based Channel Modeling

Mi Yang, Ruisi He, Bo Ai, Jianzhi Li, Chen Huang, Zhangdui Zhong

Vehicle-to-vehicle (V2V) communications have received a lot of attention as it can significantly improve efficiency and safety of road traffic. In general, V2V scenarios have some special features such as high mobility of transceivers, low antenna height, and small communication ranges, which significantly affect the propagation characteristics. Therefore, an accurate channel model is required to characterize V2V propagation channel. However, some important features of V2V channels have not been well characterized. For example, most existing V2V channel models tend to only consider the distribution of multipath components (MPCs) in horizontal dimension, whereas ignoring vertical dimension, which is inconsistent with the distribution of MPCs in the actual channel. Moreover, the dynamic clusters of MPCs have not been well modeled in the existing V2V models. Therefore, in order to better model the V2V channel, a large body of V2V channel measurements are conducted, and a cluster-based three-dimensional (3D) channel model is proposed in this TD, which is based on the measurements conducted at 5.9 GHz in urban and suburban scenarios. In the proposed model, the distribution of MPCs clusters in both horizontal and vertical dimensions is considered. The Space-Alternating Generalized Expectation-maximization (SAGE) algorithm is used to extract MPCs, and the clustering and tracking algorithms are used to identify and track the clusters of dynamic MPCs. In the proposed model, all MPC clusters are divided into two categories: global-clusters and scatterer-clusters, and the distribution of the two clusters are characterized by a series of inter and intra-cluster parameters. It is found that both the azimuth spread and the elevation spread follow the lognormal distribution. In addition, the power of MPCs within a cluster has the truncated-Gaussian distribution, whereas the angle of MPCs within a cluster has the Laplacian distribution. Finally, the accuracy of the model is verified by comparing the measurements and simulations.

DWG1: Radio Channels

TD(19)10017

Performance Analysis of Two Link Adaptation Algorithms for Relay-Assisted Links Governed by H-ARQ Protocols

Vasile Bota, Mihaly Varga

This TD proposes and evaluates the performance provided by two algorithms that dynamically configure the parameters (Link Adaptation) of a Relay-assisted Cooperative Hybrid-ARQ scheme (CHARQ) over Rayleigh-faded channels. The first algorithm, denoted by DelMin, aims at selection the configuration (modulation, FEC-coding rate) that provides the highest spectral efficiency out of the configurations that requires the smallest number of retransmissions, while ensuring a target block-error rate (BLERt). This algorithm is intended for low-latency and (ultra)-reliable (LLURC) connections. The second algorithm BetaMax aims at selecting the

DWG2: PHY Layer,DWG3: NET Layer

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configuration that provides the highest spectral efficiency, while ensuring BLERt and keeping the number of retransmissions up to a maximum allowed value. This algorithm is intended for applications that are not delay-sensitive, but require an imposed degree of reliability. The BLER, spectral efficiency and delay performance of the two algorithms are evaluated for two relevant positions of the fixed relay node (R), relative to the source (S) and destination (D) nodes, both in the downlink and uplink connections. The impact of splitting the transmission power between the two transmitting nodes is also considered. The performance provided by the DelMin and BetaMax algorithms when configuring a HARQ scheme operating on the S-D link is used as baseline. The results obtained show that the DelMin and BetaMax algorithms should be used according to the delay and requirements of the transmitted applications and that they should configure and select adaptively the CHARQ and HARQ schemes according to the channels’ conditions, thus adding a new dimension to the Link Adaptation functionality, namely the cooperative or non-cooperative transmission, besides the modulation order, coding rate an transmission power level.

TD(19)10018

Empirical Validation of the Polarised Off-Body Channel Model with Dynamic Users

Slawomir J. Ambroziak, Kenan Turbic, Luis M. Correia

The paper presents an empirical validation of the polarised channel model for off-body communications, based on wideband indoor measurements at 5.8 GHz with a 500 MHz bandwidth. The simulated values of the total received power, first path delay, mean delay and delay spread of the channel have been compared against the measurements for a dynamic user scenario. Such a comparison is performed for the orthogonal polarisations of the off-body antenna, considering three wearable antenna placements on the body. Simulations are performed with and without considering the inter-path interference. In the former case, the root mean squared error (RMSE) for the total received power in the vertical and horizontal polarisation is within [1.7, 2.8] dB and [2.1, 3.1] dB, respectively. This error for the first path delay is very low, i.e. between 0.8 and 1.1 ns. The RMSE obtained for the mean delay is in the range of [3.6, 4.3] ns, regardless of the polarisation. The error for the delay spread is within [5.1, 7.2] ns and [3.6, 4.0] ns for vertical and horizontal polarisation, respectively.

SEWG-IoT: Internet-of-Things for Health

TD(19)10019

Multi-objective optimisation of massive MIMO 5G wireless networks towards power consumption, uplink and downlink exposure

Michel Matalatala, Margot Deruyck, Emmeric Tanghe, David Plets, Sotirios Goudos, Luc Martens, Wout Joseph

The rapid development of the number of wireless broadband devices requires that the induced uplink exposure be addressed during the design of the future wireless networks, in addition to the downlink exposure due to the transmission of the base stations. In this paper, the positions and power levels of the massive MIMO-LTE (Long Term Evolution) base stations are optimized while meeting the requirements of a lower power consumption, lower downlink and uplink electromagnetic exposure and maximal user coverage. A suburban area in Ghent, Belgium has been considered. The preliminary results show that the higher the number of BS antenna elements,

DWG3: NET Layer

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the lower the downlink exposure but the higher the uplink exposure, whereas both downlink and uplink exposure increase with the number of simultaneous served users. Moreover, the level of the downlink electromagnetic exposure of the massive MIMO network is 24 times lower than the 4G reference scenario. Note that further analysis is required to confirm these results will be performed in the upcoming weeks.

TD(19)10020

Trajectories and Resource Management of Flying Base Stations for C-V2X

Silvia Mignardi, Chiara Buratti, Alessandro Bazzi and Roberto Verdone

In a vehicular scenario where the penetration of cars equipped with wireless communication devices is far from 100% and application requirements tend to be challenging for a cellular network not specifically planned for it, the use of unmanned aerial vehicles (UAVs), carrying mobile base stations, becomes an interesting option. In this article, we consider a cellular-vehicle-to-anything(C-V2X) application and we propose the integration of an aerial and a terrestrial component of the network, to fill the potential unavailability of short-range connections among vehicles and address unpredictable traffic distribution in space and time. In particular, we envision a UAV with C-V2X equipment providing service for the extended sensing application, and we propose a UAV trajectory design accounting for the radio resource (RR) assignment. The system is tested considering a realistic scenario by varying the RRs availability and the number of active vehicles. Simulations show the results in terms of gain in throughput and percentage of served users, with respect to the case in which the UAV is not present.

EWG-IoT: Internet-of-Things

TD(19)10021

Experimental IoT Testbed for Testing the 6TiSCH and RPL Coexistence

Gordana Gardasevic, Predrag Plavsic, Dragan Vasiljevic

The paper provides a brief overview of IoT experimental platform established to monitor the process of 6TiSCH network formation and its stability. This stage of network inspection is of a vital importance for understanding the scheduling and routing mechanisms in 6TiSCH networks. The testbed setup is based on Opentestbed functionalities. We provide some preliminary results of experimental campaign based on OpenMote-B hardware platform and OpenWSN protocol stack.

EWG-IoT: Internet-of-Things

TD(19)10022 Statistical models for 5G: interference in IoT.

Laurent Clavier, Troels Pedersen, Ignacio Rodriguez Larrad, Malcolm Egan

Fifth generation systems and beyond 5G envisioned an ever increasing density of connected things. In certain areas this can go up to one communicating device per meter square. One consequence is an increase in interference. It is crucial to know how this interfering environment will impact the communication performance. Many theoretical work suggests that inferference will exhibit dynamic non Gaussian statistics. In this work, based on measurments in Aalborg, we are showing the heavy tail behaviour of the interference and that an alpha-stable model fits well the data.

DWG2: PHY Layer,EWG-IoT: Internet-of-Things

TD(19)10023

Impact of Deficient Array Antenna Elements on Downlink Massive MIMO Performance

Andrés Alayón Glazunov

The Over-the-Air (OTA) characterization of large antenna systems needs to be time- and cost-efficient. Among others, two potential candidates are OTA measurement environments emulating the Rich Isotropic MultiPath (RIMP) and the Random Line-Of-Sight (Random-LOS) channels. In the present paper we study the capacity loss of downlink massive multi-user multiple-input multiple-output (Massive MIMO) narrowband systems in these channels due

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in RIMP and Random-LOS Channels

to deficient antenna elements. We evaluate the downlink ergodic sum rate for the Zero-Forcing (ZF) and the Matched-Filtering (MF) precoders in these channels. We consider a single-cell system comprising a base station with 50 equidistant isotropic source antenna elements placed λ/2 apart and 5 users each equipped with a single isotropic antenna. No coupling effects between the array elements have been assumed. In the present study we show that both the RIMP and the Random-LOS can be used to identify deficient performance of Massive MIMO arrays.

TD(19)10024

Indoor Double-directional 3D Measurements at 190 GHz for 5G and Beyond

Diego Dupleich, Robert Müller, Sergii Skoblikov, Markus Landmann, Giovanni Del Galdo, and Reiner Thomä

In the present paper we introduce double-directional 3D measurements at 190 GHz in a conference room with the aim of characterizing propagation for channel modelling and beam-forming applications. Multiple scatterers have been identified with the assistance of ray-tracing, showing a rich multi-path environment. Furthermore, investigations into polarization have shown that a more deterministic modelling approach is needed for polarization.

DWG1: Radio Channels

TD(19)10025

Millimeter-wave channel characterization and modeling for intra-wagon communication

Danping He, Xiping Wang, Chunfu Zheng, Ke Guan, Bo Ai, Zhangdui Zhong

In order to meet the increasing data rate demands of the onboard passengers in the subway, millimeter-wave (mmWave) wideband communication is considered as a potential candidate. In this TD, mmWave channel is characterized and modeled for intra-wagon communication in the metro environment. The measurement was conducted in Madrid Metro with the frequency ranging from 26.5 GHz to 40 GHz. By minimizing the error of the dominant multipath components (MPCs) between the ray-tracing simulation (RT) and the measurement, the environment model and electromagnetic (EM) parameters of the main objects are calibrated. It is found that the poles, windows and the train body can generate strong reflection and scattering components. With the extracted low-order reflection and scattering from RT, the dense MPCs are modeled by using efficient propagation graph method, and the results are analyzed.

DWG1: Radio Channels

TD(19)10026

Channel Static Antennas for Compensating the Movements of a Partner Antenna

Gerald Artner

It has recently been demonstrated that the channel changes caused by the movements of an antenna can be compensated by a counter-movement of the antenna, effectively keeping the wireless channel static. In this work, it is considered that the moving antenna can not perform such a counter-movement and that the channel is instead kept static by the partner antenna to which the channel is formed. It is established that the channel can be kept static under certain conditions by moving the partner antenna with the original antenna along the same trajectory (with-movement, German: Mitbewegung). Experimental results are presented for a platform moving in straight motion over a finite distance. The experiment is conducted in an anechoic environment with quarter-wavelength monopole antennas in the gigahertz range.

DWG1: Radio Channels

TD(19)10027 Position Awareness for Drones to facilitate Beamforming

Michael Schweins, Jukka Talvitie, Mike Koivisto, Thomas Kürner

In future concepts drones will be utilized for a variety of tasks like delivery, in agriculture, security and observation and so on. Some of these use-cases require a mobile communication service which could be provided by the 4G

Localisation and Tracking

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or 5G Networks. Due to the flight altitude the drones have Line of Sight (LOS) to many cells which may increase the interference level in neighboring cells. However, in this paper we want to show that these increased LOS cases could be an advantage for the communication by enabling the drone to relatively position the serving cell as well as the neighboring cells according to its own position. As a result we will show how the interference level will decrease for the neighboring cell by applying beamforming with these position information.

TD(19)10028

Evaluation of Veins and NS-3 for 802.11p based vehicular communication

Nils Dreyer, Eicke Arne Janas, Thomas Kürner

Network simulators play an important role for studying and evaluating V2V communication that is based on the IEEE 802.11p radio standard. Those simulators enable setting up a well-defined scenario that could be used to investigate critical situations e.g. channel congestion. Thereby many research that was published in the past is based on one of the two famous open source network simulators Veins (linked to OMNet++) or NS-3. In this paper we will give an overview of the simulation capabilities of Veins and NS-3. This includes a comparison of the offered features and a deeper analysis of the used propagation models. We setup scenarios and executed the same simulation in NS-3 and Veins to compare received power levels and the packet failure ratio. The study finally revealed some unresolved implementation errors.

DWG2: PHY Layer

TD(19)10029

Injection Locking in Optical Access Networks for Broadband 5G Mobile Networks

Jakup Ratkoceri, Bujar Krasniqi and Boštjan Batagelj

The main purpose of a 5G network is to offer gigabit capacities with low latency for next-generation services. However, to address properly the needs of 5G, an effective way of dealing with fronthaul and backhaul traffic should be employed. Current optical access networks are not in a position to deliver the traffic capacities with high quality for 5G, with cost effectiveness and in a sustainable way. As a result they need to improve and be enhanced to be able to support 5G technical demands. This article presents a practical, cost-effective solution using an optical access network to accommodate the requirements of a 5G network. Using an injection-locked Fabry-Pérot laser, we provide a high-quality and affordable solution at the end point. Furthermore, we present comparative results for a free-run Fabry-Pérot laser and improved results for an injection-locked Fabry-Pérot laser, with the possibility of applications in 5G configurations.

DWG2: PHY Layer,EWG-RA: Radio Access

TD(19)10030

Performance Profiling of Open MANET Radio Models and Multi-Hop Scenarios

Fred Wagen, Victor Adalid, Gilles Waeber, Francois Buntschu and Gerome Bovet

This TD might motivate the COST IRACON community to compare contributions to enhance VANET performances based on a common emulation tools and scenarios. In this TD, a realistic scenario for tactical MANET, called Anglova was developed within the NATO IST-124 and is openly available at Anglova.net. The NAT0 IST-150, which relies on Anglova for benchmarking, has recognized a potential drawback in a subset of this scenario: there is a lack of long ($>$ 4) multi-hop paths. Our contribution confirms this drawback using, for the first time, to the best of our knowledge, EMANE emulations based on realistic TDMA radio models combined with the

DWG3: NET Layer,EWG-RA: Radio Access

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OLSRd implementations. In this contribution, we propose a scenario, called 1km-chain, which is shown to be quite challenging for low power radios and might be of interest for future profiling of MANET performances. Our 1km-chain scenario simply modifies the Anglova Company 1 scenario based on stopping particular nodes and on using a dual-slope propagation model fitted to the geo-shifted terrain-based path losses of the original Anglova scenario.

TD(19)10031

Device2Device Security Mechanism implementation on SDR platform

T. Balan, A. Balan, F. Sandu, M. Alexandru

Though D2D technology brings many advantages (shorter latency, decreased network traffic, power saving and a fallback system in the case of network failure), it is generally acknowledged that the security of devices and data is a key factor for the success of D2D implementations. D2D can be applied using different technologies like Bluetooth, WiFiDirect and Near Field Communications (NFC), but is also standardized by 3GPP Proximity Services (ProSe) function. The security problematic areas include confidentiality, integrity, authentication, privacy, availability and dependability, as well as non-repudiation. This paper proposes a security mechanism for D2D communication involving the use of physically unclonable functions (PUF) for unique key generation, elliptic-curve cryptography (ECC) and Diffie–Hellman key exchange (DHKE) for key management, and Salsa20/20 as stream ciphering encryption method, suitable for confidentiality of the wireless transmissions. The cryptographic methods are implemented and tested on a software defined radio (SDR) communication platform consisting of a Zync-based system-onchip (SoC), complemented by radio frequency (RF) daughter boards.

EWG-IoT: Internet-of-Things

TD(19)10032

On Simple Scattering Models and the GGX Directional Model for Point Cloud Predictions

Jean-Frederic Wagen

Inspired from the microfacets theory based BRDF models used in computer graphics, the reciprocal Walter et al.'s GGX multiplicative directional factor is proposed to complement usual scattering models for point clouds. Following several TDs (TD(16)01060, TD(17)04025,TD(17)05044, TD(18)06045, TD(18)07032), the TD(19)09079 proposed a single formulation to compute the scattering and specular reflection components. The formulation was missing the Degli-Esposti's directional model feature which has been shown to fit measurement quite well despite its non-reciprocal behavior. The quantitative similarity of the GGX model to Degli-Esposti's directional model tends to prove that the proposed model has similar benefits with respect to measurements. Other benefits of the complete model proposed here include (1) smooth transition from diffuse scattering to pure specular reflection as the considered area becomes smoother and larger than the Fresnel zone; (2) the appropriate area size dependance, as well as (3) the correct distance dependance. Only two fitting parameters related to the material and its apparent roughness might be sufficient for practical purposes.

DWG1: Radio Channels

TD(19)10033 Characterisation of Specular Reflection of

Alberto Loaiza Freire, Mark Beach, Geoffrey Hilton

The behaviour of signal reflection has become relevant with the use of millimetre waves (mmWaves) because their wavelengths are comparable with the size of irregularities of typical building material, especially with

DWG1: Radio Channels,DWG2: PHY Layer

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Different Building Materials at 26 GHz

rough ones. These millimetric irregularities provoke diffraction and diffusion of the signal at that level, which cause a different behaviour in the channel that the one caused by sub 6 GHz signals. For that reason, a set of measurements has been undertaken with the aim of analysing and statistically characterising features of specular reflections from different building materials at 26 GHz. The amplitude of the reflected signal strength in the surfaces analysed has been compared with Rayleigh, Rician and Nakagami distributions, to determine which of those distributions provides the best fit for the reflected signal in each surface. A wideband characterisation of all surfaces analysed has been undertaken computing three parameters, such as number of Multipath Components (MPC), Excess Delay, and RMS Delay Spread, which provide a complete description of the behaviour of the reflected from the surfaces. Finally, a correlation analysis has been performed for all surfaces considered in this study. The correlation analysis comprises the computation of the Coherence Bandwidth (BWCoh) and the Coherence Distance (DCoh), these two parameters have been calculated using two different approaches in order to compare the accuracy of each method in describing the analysed surface. The well-known method that derives BWCoh and DCoh from the Time (Distance) Frequency Correlation Function (TFCF) was analysed first, but the one-parameter description of BWCoh suggest similarities between two extremely different surfaces. For that reason, an alternative approach with three-parameter description of the BWCoh and DCoh has been applied, which describes those parameters in a specific surface for a general case using the mean (μ), assesses the variation with the standard deviation (σ), and evaluates the worst case scenario with the minimum value (min). This method provided a better accuracy in describe the surface under test.

TD(19)10034

Channel characterization in industrial environment with high clutter

Raffaele D'Errico

This TD presents the channel characterization in the 2-6 GHz band for an industrial environment with high clutter density. Measurements were performed in a machinery room, with virtual arrays used at both the transmitting and receiving side. Characterization of the path loss, delay and angular spreads are presented for LOS, OLOS and NLOS propagating conditions.

DWG1: Radio Channels

TD(19)10035

Effects On Polarization Characteristics of Off-Body Channels with Dynamic Users

Kenan Turbic, Luis M. Correia

This paper presents an analysis of the depolarization effect in off-body channels, based on a previously developed geometry-based channel model for polarized communication with dynamic users. The model considers Line-of-Sight propagation and components reflected from scatterers distributed on cylinders centred around the user. A mobility model for wearable antennas based on Fourier series is employed to take the effects of user's motion into account. The focus is on scattered signal components, where the impact of a scatter's position, its material properties, and the influence of user dynamics on the signal depolarization are investigated. It is observed

DWG1: Radio Channels,EWG-IoT: Internet-of-Things

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that the wearable antenna motion has a strong impact on the channel's polarization characteristics, particularly for dynamic on-body placements such as arms and legs. If the antenna motion is neglected, the error in simulated cross-polarization ratio is greater than 23 dB compared to a static approach. The antenna rotation during motion is found to be the dominant factor, while the corresponding displacement can be neglected, with the error not exceeding 1 dB.

TD(19)10036

Ground user localization in UAV-based wireless networks

Sami Mezhoud, Jianqiao Cheng, Ke Guan, Francois Quitin

The use of unmanned air vehicles (UAVs) as flying base stations is gaining significant traction in the wireless communication society. Such UAV-based wireless networks could be quickly deployed to increase the range of a network or to replace a damaged infrastructure in emergency situations. One critical aspect of UAV networks is to determine the location of the ground users, which can be used to determine the optimal location for each UAV. In this paper we investigate multiple techniques to detect a ground user with a UAV without need for expensive hardware or software processing, but rather by leveraging on the UAV movement. We demonstrate the effectiveness of these methods through experimental evaluation and raytracing simulations.

Localisation and Tracking

TD(19)10037

Optimizing Computational Resources Usage in C-RAN

Mojgan Barahman, Luis M. Correia and Lúcio S. Ferreira

In this paper, one proposes an approach for the optimized utilization of computational resources in a cloud radio access network’s baseband unit pool, relying on the load fluctuation of base stations. The resource allocation problem is formulated and solved as a constrained nonlinear optimization one, minimizing the computational resource usage by allocating these resources on-demand, based on the instantaneous requirements of base stations, whilst taking quality of service into account. To prevent the crashing of baseband units, the model guarantees a minimum amount of computational resources to be allocated. In addition, baseband units are weighted to be prioritized in case of lack of resource when not all the demand can be served. Simulation results, for a heterogeneous services’ usage environment, confirm that the proposed model allocates resources based on the weight of the baseband units in the pool driven from their requirements and the running services’ priority. Results also show that the proposed allocation can be up to 90% more efficient than conventional methods at a given time instant.

DWG3: NET Layer

TD(19)10038 Ray Tracing for Antenna Arrays

Lawrence Sayer, Andrew Nix

The new technologies proposed for 5G networks, such as mmWave and MMIMO, exploit the spatial characteristics of the channel. Ray models are an attractive tool for gaining insight into the channel as they are less expensive and time-consuming than measurements, and provide more spatial information than stochastic channel models. To precisely track phase over an antenna array using the ``ray launching'' paradigm, a very high spatial resolution is required. It is shown that this means it is an unacceptably slow technique. A ray tracer, using the imaging method, has been developed

DWG1: Radio Channels

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specifically for the task of modelling propagation between arrays. Several optimisation techniques are presented, including, a new way of determining visibility between any two triangular primitives in 3D space, speeding up the creation of the visibility tree. Storing the coefficients for equations that govern if a path between two primitives is shadowed means that at run time costly recalculation can be avoided. A common optimisation strategy is to ray trace to the centre of an antenna array and then post process paths to account for an element’s offset from the centre, accounting for the array's orientation. This technique is compared to a brute force element to element ray tracing operation in a small cell LOS, NLOS and partial LOS situation. It is shown that in some cases, to achieve accurate results, a brute force approach must be used. Recommendations for special circumstances where post-processing may be used are presented. An array-specific optimisation is presented that has an increased benefit with an increasing number of array elements, that would be suitable when conducting a costly brute force approach.

TD(19)10039 Radar Multi-path Channel Modeling for Autonomous Driving

Tommi Jämsä, Wu Yong

This paper introduces the framework and methodology of radar propagation and channel modeling for autonomous driving scenarios, emphasizing the relationship and differences between the radar and cellular communication channel models. Multi-path propagation is introduced in the context of vehicular radar, and it is incorporated in the framework of radar channel model for line-of-sight (LOS) and non-LOS (NLOS) cases. For the NLOS case, various potential paths are investigated. The channel impulse response model for radar target link and radar interference link are derived, and the essential channel parameters that spans the full channel model for autonomous driving radar application are provided. The path gain model applicable to multi-bounce path is presented, which is based on the relationship of radar cross section (RCS) and reflectivity.

DWG1: Radio Channels

TD(19)10040

Simulation of SLA-based radio resource slicing and allocation in virtual RANs

Konstantin Samouylov, Yuliya Gaidamaka, Eduard Sopin, Luis M. Correia

Virtual radio resource management system (VRRM) provides optimal sharing of virtualized resources of an infrastructure provider (InP) between several virtual network operators (VNO). One of the main objectives of the VRRM is to optimize the usage of radio access network (RAN) by dynamic sharing between slices in a fair manner according to their contracted Service Level Agreement (SLA). The paper presents the architecture of the VRRM simulation tool in terms of queuing systems. Besides, using the developed simulator, we analyze a practical scenario with 3 VNOs and different types of SLAs and investigate performance metrics under variation of traffic load and SLAs

DWG3: NET Layer

TD(19)10041

Path loss measurements and models for indoor industrial IOT

Sunlin Zhu, Tommi Jämsä, Raffaele D'Errico, Guo Bolun

3GPP RAN1 is investigating channel models for indoor industrial Internet of Things (IoT), defining (sub-)scenarios in the industrial IoT setting, and is looking for reliable path loss models for different sub-scenarios. This paper summarizes various measurement results and proposed models from

DWG1: Radio Channels

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different companies and universities. Two main models employed are alpha-beta-gamma (ABG) model and close-in-reference (CI) model to present the line of sight (LOS), non-LOS (NLOS) and obstructed-LOS (OLOS) path loss models. Measurement data in different scenarios and frequency bands were fitted to curves and path loss exponents and shadow fading distribution were summarized according to the models. Path loss curves from each measurement will be given as well. This paper is intended as a helpful overview of the studies conducted for industrial IOT channel modelling.

TD(19)10042

The response time analysis and optimization in a fog computing system

Eduard Sopin, Konstantin Samouylov, Luis M. Correia

Fog computing concept enables the provisioning of cloud computational resources with very low latencies, which makes it a good solution for resource-greedy and response time critical mobile applications. In the paper, we propose the threshold-based offloading scheme for these type of applications. We assume that tasks generated by mobile devices differ from each other in terms of required processing volume. The proposed scheme implies that "heavy" tasks are offloaded to the fog, while "light" tasks are processed locally on mobile devices. In the paper, we analyze the response time in the proposed offloading scheme and optimize the threshold so that as many tasks as possible are offloaded, but no congestion occurs on the fog nodes.

DWG3: NET Layer

TD(19)10043

Comparison of Propagation Parameters Between Deterministic Models and Semi Deterministic Model in Urban Street Canyon scenario

Gowshigan Selvarasa, Antti Roivainen

This paper compares three channel models: the full ray tracing channel model developed by Beijing Jiaotong University (cloud RT), the simplified METIS map-based model, and a semi- deterministic (hybrid) channel model based on METIS model. The selected environment is an urban street canyon in the city of Beijing is chosen. Simulations are performed at 3.5 GHz to compare the channel characteristics such as power delay profile, angles of arrival and departure, RMS delay spread, angle spread, number of paths discovered.

DWG1: Radio Channels

TD(19)10044

Impacts of Point Cloud Modeling on Accuracy of Ray-Based Wave Propagation Simulations

Pasi Koivumäki, Gerhard Steinböck and Katsuyuki Haneda

This temporary document reports comparison of multipath channels of outdoor small-cells at 28 GHz simulated by point-cloud-based ray-tracer and those from measurements. The comparison shows that the ray-tracer is capable of reproducing measured channels with reasonable accuracy, given proper permittivity values set for major building walls. The accuracy however depends on types of point clouds we input to the ray-tracer, i.e., 1) raw point cloud from laser scanning measurements of the cellular site, 2) flattened point cloud where structural details of the environments are all lost like what we find in publicly available digital maps, and finally, 3) processed point cloud where missing sections are complemented, flat and rough surfaces are identified and wedges are detected. For condensed parameters of channels such as pathloss, delay and angular spreads, ray-tracing with the processed and raw point clouds shows equally good accuracy. In contrast, the ray-tracing with the processed point cloud shows clear advantage of accuracy over that with the raw point cloud when simulating physical propagation

DWG1: Radio Channels

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paths. The raw point cloud produces many fake paths that do not exist in measurements. While the processed point cloud reproduces many weak diffracted paths that are found in measurements and cannot be reproduced by diffuse scattering. Ray-tracing with the flattened point cloud is in least agreement with measurements. Still first-order specular reflections from large smooth walls are reproduced well by ray-tracer with any of the tested point clouds. We thereby demonstrate superiority of using the processed point cloud as inputs to ray-tracer to obtain multipath channels with highest fidelity to measurements.

TD(19)10045

Analyzing the Radar Cross Section signatures of the diverse drone models

Vasilii Semkin, Jaakko Haarla, Thomas Pairon, Claude Oestges and Ville Viikari

In this work, we present the updated results of the quasi-monostatic Radar Cross Section measurements of different Unmanned Aerial Vehicles at 26-40 GHz. We study the Radar Cross Section signatures of 9 different multi-rotor platforms and Lithium-ion Polymer batteries. The obtained results provide the considerable information which can be utilized for the superior drone detection at millimeter-wave frequencies. The results reveal how the radio waves are scattered by different sized drones and what is the material impact on the Radar Cross Section signatures. Obviously, larger drones made of carbon fiber are easier to detect, while the drones made from plastic and styrofoam materials are less visible by the radars. The measurement results can be utilized as a database for the substantial drone detection.

DWG1: Radio Channels

TD(19)10046 Distance Calibration for Indoor Cooperative Localization

Bernhard Etzlinger, Andreas Ganhör, Moritz Lehner, Julian Karoliny, Núria Ballber, Andreas Springer

Multipath effects on the communication channel introduce distance enlarging errors and, if not considered, strongly influence the precision of indoor localization systems. Decentralized cooperative localization is specifically susceptible to such errors when single value estimates are used. In this work we use channel related parameters to calibrate single-value estimates obtained in a UWB localization network. The parameters are first ranked according to their correlation with multipath effects, a simple calibration method suitable for embedded localization devices is presented, and their impact in localization precision and latency are discussed.

Localisation and Tracking

TD(19)10047 OTA Measurement Range Length in 5G Systems

Pertti Mäkikyrö, Md. Mazidul Islam, Aki Hekkala, Emmi Kaivanto

There are many 5G OTA direct farfield test system proposals where the measurement distance does not follow the traditional far–field (e.g. Fraunhofer) definition. The traditional definitions typically give test system dimensions that are extremely expensive to implement. In this paper the shorter distances are studied by measurements in two different setups. The simpler one uses horn–to–horn direct coupling and the measurement parameter is S21. The more complex one uses an 8X8 array with a high-power amplifier to mitigate the real gNB base station beamforming with modulation. The measurement parameter is the error vector magnitude (EVM). The measurement frequencies are (sub–)mmWave frequencies, especially the band at 28 GHz. The S–parameter measurements indicate the near–field effect starts to decrease the coupling when coming close enough. The EMV measurements, in turn, demonstrate a complex phenomenon in the

EWG-OTA: Over-The-Air testing

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sense of available error level in signalling. EMV is improved when the range length is decreased (the same should be achieved when the antenna array gain is increased) but being too close in the sense of near–field vs. far–field distances the result is not anymore unique.

TD(19)10048

Combined and independent statistics of clutter loss and building entry loss measurements at 26 GHz

Belen Montenegro Villacieros, Sana Salous

Currently there are two separate ITU-R P. recommendations on building entry loss (BEL) ITU-R P. 2109-0 and clutter loss (CL) ITU-R P. 2108-0. In sharing studies, BEL and CL are treated as multiplicative, i.e., the overall excess path loss would be the sum in dB of the individual losses. An initial study reported to the Study Group 3 meeting conducted to combine both losses indicated that there were errors made if BEL and CL are treated as multiplicative, for frequencies below 6 GHz. In this document, we present results of measurements, which characterise BEL and CL separately and BEL over a cluttered path. The results come from three different measurement campaigns in the same site but with different experimental setups. The results indicate that the BEL estimated from both methods are comparable and differ by less than 2 dB which indicates that BEL can be estimated from either method when the refernce loss is conducted outside the building under study.

DWG1: Radio Channels

TD(19)10049

Measuring micro-Doppler contributions of the rotating blades at 77 GHz

Vasilii Semkin, Thomas Feuillen, Thomas Pairon, Christophe Craeye, Luc Vandendorpe, and Claude Oestges

In this work, we investigate the micro-Doppler signatures of the rotating blades. We utilize commercially available radar system operating at 77 GHz for measuring the micro-Doppler effect. Different propellers are studied, i.e., various materials and propellers sizes are utilized in the measurements. The measurements are performed in the anechoic chamber to avoid unnecessary reflections. Based on the obtained spectrograms, we can verify the effect of the blade material on the micro-Doppler effect and, possibly, classify the propellers. The results of this study can be employed for the drone detection and classification.

DWG1: Radio Channels

TD(19)10050

Non-orthogonal Waveform Design with Iterative Detection and Decoding

Sumaila Mahama, Yahya Jasim Harbi, Alister Burr and David Grace

Orthogonal multicarrier waveforms such as OFDM have disadvantages for some 5G applications, due to relatively large out-of-band signals, and the requirement for time-domain synchronisation. Non-orthogonal waveforms exist which avoid these problems but suffer from large inter-carrier and intersymbol interference (ICI/ISI). In this work we consider a filter-bank multicarrier waveform with quadrature amplitude modulation (FBMC-QAM), without offset modulation as in FBMC-OQAM, which therefore suffers from severe ICI/ISI. Iterative detection and decoding (IDD) using low density parity check (LDPC) encoding and decoding is implemented together with iterative interference cancellation (IIC) to remove the inherent interference and improve the BER performance. Simulation results indicate that the proposed IDD receiver can effectively improve BER performance under time-varying channels. The use of EXIT charts to analyse this modulation is also discussed.

DWG2: PHY Layer

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TD(19)10051 A Review of Localization in OFDM Based Systems

Piotr Rajchowski, Krzysztof Cwalina, Olga Błaszkiewicz, Alicja Olejniczak

In the article a short review of the localization possibilities in the OFDM based system was presented. Discussed research studies are a start point for further implementation of a software for person tracking in a hybrid localization system dedicated for indoor and outdoor environments, based on cellular and RTLS solutions. The possibility of continuous person tracking is a point of interest of radiocommunication system developers and service providers, especially in the concept of the “networks of the future”.

EWG-IoT: Internet-of-Things,Localisation and Tracking

TD(19)10052

A comparison between stochastic geometry and ray-tracing in small cells

Simon Demey, Philippe De Doncker and Claude Oestges

In this paper, a particular interest is devoted to the modelling of small cells in Manhattan-like environments. Accordingly, stochastic geometry-based models using Manhattan Poisson line process (MPLP) are compared with deterministic ray-tracing techniques. Raytracing techniques having a high computational complexity, this paper tries to show whether stochastic models can be used instead at a lower cost. The downlink (DL) coverage probability for a typical user is investigated and shown to strongly depend on the used method for a realistic environment.

DWG1: Radio Channels

TD(19)10053 A 2.4 GHz LoRa Technology Solution for Industrial IoT

Giampaolo Cuozzo, Marco Skocaj, Silvia Mignardi, Marco Cavaletti, Chiara Buratti, Roberto Verdone

Industrial Internet of Things (IIoT) networks are considered the large-scale deployment of IoT devices for industrial applications such as smart manufacturing, harvesting and supply chain management. The Internet of Things (IoT) devices are typically connected over a wireless medium, given the large geographical distribution area and the increasing demand for flexible installations. In some cases, a combination of wired and wireless connectivity can be assumed as common practice. In both scenarios, wireless communications for IIoT networks is a fundamental component of the system architecture that needs to satisfy stringent requirements such as reliable connectivity and minimal delays. This paper proposes the use of the LoRa technology at 2.4 GHz for a monitoring IIoT application. A proprietary solution for the medium access control protocol is presented and the impact of interference generated by Wi-Fi on the LoRa-based system is characterised via experimentation.

EWG-IoT: Internet-of-Things

TD(19)10054

Distributed beamforming for millimetre-wave multiuser wireless communications

Shammi Farahana Islam, Alister Burr and David Grace

Enhanced mobile broadband (eMBB) wireless communications in 5G and beyond will use millimetre-wave bands because of the bandwidth available, but this will require multi-element arrays to provide the antenna gain required to overcome the path loss in these bands. In this paper we consider the use of multiple arrays to provide distributed beamforming to serve multiple users, using precoding based on zero forcing to avoid inter-user interference. We also consider the effect of Ricean fading using a simple ring-of-scatterers model, and show that the effective Rice factor is increased due to the effect of beamforming.

DWG2: PHY Layer

TD(19)10055

Air-to-ground propagation channel characterization. Ray-launching simulations

Enrico M. Vitucci, Maximilian James Arpaio, Marina Barbiroli, Vasilii Semkin, Vittorio Degli-Esposti, Franco Fuschini

Nowadays, the Unmanned Aerial Vehicles (UAVs), also known as "drones", are attracting significant as they are expected to be used extensively in various civil and military applications, providing new services and improving their quality. In this regards, UAV based communications emerge as one of

DWG1: Radio Channels

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and channel measurements

the most promising solutions for constructing the next-generation mobile radio networks. Therefore, air-to-ground (A2G) channel characterization is required for enabling the efficient design of the future wireless networks. In this work, we study the properties of the A2G propagation channel by means of ray-launching simulations and we present a preliminary plan for the UAV-based channel measurement campaign.

TD(19)10056

An Architecture Model of an In-body Nanonetwork for Disease Detection

Pawel Kulakowski, Krzysztof Wojcik, Rafael Asorey-Cacheda, Sebastian Canovas-Carrasco, Antonio-Javier Garcia-Sanchez, Joan Garcia-Haro

In this paper, we consider a flow-guided nanocommunication network deployed inside of a human vascular system. The network augments the human immune system helping with health issues related to serious bacterial infections, as well as to blood circulation and heart diseases. The network consists of nano-probes reporting medical issues, small nano-nodes working as information carriers, and nano-routers communicating with external medical systems. In order to evaluate the network performance, we propose a network architecture, discuss potential emerging medical applications and, finally, present some numerical results.

SEWG-IoT: Internet-of-Things for Health

TD(19)10057

Evaluating the impact of MPAC system design parameters on the OTA system performance

Manosha Kapuruhamy, Antti Roivainen, Jukka Kyröläinen, Pekka Kyösti, and Lassi Hentilä

The upcoming fifth generation (5G) mobile networks are expected to provide services in different vertical domains. To support such diversified use cases, one design consideration of 5G systems is to use millimeter wave (mmWave) frequency bands (> 24 GHz) with wider carrier bandwidths. However, due to inherent channel characteristics in the mmWave bands, production and testing of devices that operate in these bands needs to be done carefully. Accordingly, it is necessary to evaluate the performance of a user equipment (UE) that operate in mmWave bands, at the product development and testing stages using an appropriate testing method. Thus, the design and development of an over-the-air (OTA) test system that can identify the behaviour of UEs over the 5G channel models is important, and it is a challenging task. In this paper, we evaluate the impact of key design parameters on the performance of an MPAC system for the case of radiated OTA testing. Specifically, we consider an MPAC system with multiple probes (with fixed locations) and a UE as the device-under-test (DUT). For this setup, we evaluate the OTA system performance using power-angular-spectrum similarity percentage (PSP) metric, at 28 GHz band for urban-micro and indoor-office scenarios for different 5G channel models. Numerically, we have observed that the OTA system performance is sensitive to the range length and the test zone size. Furthermore, we have also seen that there is no substantial improvement in the performance when the number of probes is increased beyond a certain level.

EWG-OTA: Over-The-Air testing

TD(19)10058

Some considerations on correlations of hybrid beam forming arrays in the context of OTA testing

Pekka Kyösti

In this TD we derive the signal correlation coefficient for signals received by two simple and ideal arrays. We show correlation results with different linear arrays in simple sampled angular power distribution schemes. The purpose is to develop tools for evaluating over-the-air setups for testing of hybrid beam forming devices.

EWG-OTA: Over-The-Air testing

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TD(19)10059

TD(19)10060

TD(19)10061 Channel Static Antennas for Mobile Devices

Gerald Artner

Channel static antennas are considered for mobile devices. The antenna keeps the wireless communication channel static by performing a counter-movement that is opposed to movements of the device that might be caused by a user. The feasibility of the concept is demonstrated for linear movement in an office environment. Channel measurements are performed with quarter wavelength monopole antennas in the 2.4 GHz ISM frequency band. A channel model for the wireless communication channel of mobile devices with channel static antennas is proposed based on these measurement results.

DWG1: Radio Channels

TD(19)10062 A study on system capacity for HeNBs with different schedulers

Rui R. Paulo and Fernando J. Velez

This work provide a detailed study of HeNBs also know as femtocells on the average Signal-to-Interference-plus-Noise-Ratio (SINR) and simulation for a building with a 5x5 apartments. The simulation results present a comparison for variations on the apartments sides and transmitter powers of the HeNBs. Also the impact of considering PF, FLS or EXPRule schedulers was taken in account. Results for the average SINR and for simulations shows that is more advantageous to considered smaller to deploy HeNBs. It is possible to extract from results the need of a rigorous selection of the schedulers. In the the considered scenario the FLS scheduler and EXPRule scheduler is a more secure option than the PF scheduler.

DWG3: NET Layer

TD(19)10063 Techno-Economic Trade-off of Small Cell 5G Networks

Emanuel Teixeira, Anderson Ramos, Marisa Lourenço, Fernando J. Velez and Jon M. Peha

This paper studies the techno-economic aspects of implementing at Super High Frequency (SHF) and millimetre wavebands (mmWaves). The variation of the carrier-to-noise-plusinterference ratio with the coverage distance is evaluated, by considering two different path loss models, the two-slope urban micro Line-of-Sight (UMiLoS), for SHF band (from the ITU-R 2135 Report) and the modified Friis propagation model, for frequencies above 24 GHz. The equivalent supported throughput is estimated at the 5.62, 28, 38, 60 and 73 GHz frequency bands and the impact of carrier-to-noise-plus-interference ratio in the radio and network optimization process is investigated. Mainly due to the reduction caused by the behaviour of the two-slope propagation model for SHF band, the supported throughput at these bands is higher than at the millimetre wavebands, only for the longest cell lengths. The cost/revenue trade-off of these pico-cellular networks was analysed for regular cellular topologies, by considering unlicensed spectrum. Due to the oxygen absorption excess, we can perceive an optimum of the revenue in percentage terms for values of the cell length, R, equal to 15 m and a decreasing behaviour after this optimum value at 60 GHz, while for the 28, 38 and 73 GHz bands the profit starts to decrease after R≈10 m. It is possible to observe that, for the 5.62 GHz band, the profit is slightly inferior than for millimetre wavebands, for the shortest Rs, and starts to increase for cell lengths approximately equal to the ratio between the break-point

DWG3: NET Layer

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distance and the co-channel reuse factor, achieving a maximum for values of R approximately equal to 1000 m.

TD(19)10064

Economic Trade-off of Small Cell Networks: Comparison Between the Millimetre Wavebands and UHF/SHF Bands

Emanuel Teixeira, Fernando J. Velez and Jon M. Peha

This work aims at evaluating the impact of considering Ultra High Frequency (UHF), Super High Frequency (SHF) and millimetre wavebands (mmWaves), in the optimization of economic trade-off of small cell networks, by considering different path loss models. The two slope urban micro Line-of-Sight (UMiLoS) model for UHF/SHF bands (from the ITU-R 2135 Report) is compared with the modified Friis propagation model for frequencies above 24 GHz. The variation of the carrier-to-noise-plus-interference ratio with the coverage distance is assessed, and its influence in the radio and network optimization process is explored by means of the study of the variation of the equivalent supported throughput at the 2.6, 3.5, 28, 38, 60 and 73 GHz frequency bands. The observed higher supported throughput for the longest cell lengths at the UHF/SHF bands (compared to the millimetre wavebands), is mostly due to the reduction caused by the behaviour of their two-slope propagation model. By assuming null fixed costs (license) for the millimetre wavebands and equal values of the fixed cost at 2.6 and 3.5 GHz, we have analysed the economic trade-off of these pico-cellular networks in regular cellular topologies. We have learned that, on the one hand, at 60 GHz, owing to the oxygen absorption excess, there is an optimum of the revenue in percentage terms for values of the cell length, R, equal to 35 m and a decreasing behaviour after this optimum value, while for the 28, 38 and 73 GHz bands the profit starts to decrease after R≈15 m. On the other hand, in the UHF/SHF bands, the profit is very low for the shortest Rs, and starts to increase at a distance equal to the ratio between the break-point distance and the co-channel reuse factor and achieves maxima for values of R equal to circa 200 and 240 m, at 2.6 and 3.5 GHz, respectively.

DWG3: NET Layer

TD(19)10065

Capacity/cost trade-off for 5G small cell networks in the UHF and SHF bands

Emanuel Teixeira, Anderson Ramos, Marisa Alexandra Lourenço and Fernando J. Velez

To fulfill the demand for high data rates from a wide number of users, higher frequencies can be used to provide the capacity necessary, but it increases the cost of coverage. 5G allows very high data rates, which needs large bandwidths and requires very high throughput. This paper studies the economic trade-off of small cell networks, implementing Ultra High Frequency(UHF) and Super High Frequency (SHF) bands. To evaluate the variation of the carrier-to-noise-plus-interference ratio with the coverage distance one considers the two slope urban micro Line-of-Sight (UMiLoS) path loss model (ITU-R 2135 Report). The variation of the equivalent supported throughput at the 2.6, 3.5and 5.62 GHz frequency bands was plotted to study the influence of the carrier-to-noise-plus-interference ratio in the radio and network optimization process.

DWG3: NET Layer

TD(19)10066 Over the Sea UAV Based Communication

Gianluca Fontanesi, Hamed Ahmadi, Anding Zhu

Unmanned Aerial Vehicle (UAV) aided wireless networks have been recently envisioned as a solution to provide a reliable, low latency

DWG3: NET Layer

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cellular link for search and rescue operations over the sea. We propose three different network architectures, based on the technology deployed on the UAV: a flying relay, a flying Base Station (BS) and a flying Remote Radio Head (RRH). We describe the challenges and highlight the benefits of the proposed architectures from the perspective of search and rescue operations over the sea. We compare the performance in term of data rate and latency, analyzing different solutions to provide a Backhaul (BH)/Fronthaul (FH) link for long coverage over the sea. Results show that a system architecture is not outperforming over the others. A cost function is thus indicated as a tool to find a suboptimal solution.

TD(19)10067

Hough-Transform-Based Cluster Identification and Modelling for V2V Channels Based on Measurements

Xuesong Cai, Bile Peng, Xuefeng Yin, Antonio Pérez Yuste

In this paper, a recently conducted measurement campaign for vehicle to vehicle (V2V) propagation channel characterization is introduced. Two vehicles carrying a transmitter and a receiver respectively have been driven along an 8-lane road with heavy traffic. The measurement was conducted with 100 MHz signal bandwidth at carrier frequency of 5.9 GHz. Channels are observed consisting of two kinds of channel components, i.e, time-evolving clusters and clutter paths. A novel approach based on Hough transform is proposed to identify the clusters. Based on the cluster identification results, channel characteristics in composite, intra-cluster, and time-variant levels are analyzed. The parameters investigated include the composite root-mean-square (RMS) delay spreads and power decay vs. delay behaviours of clusters and clutter paths, cluster RMS delay spread, cluster RMS Doppler frequency spread, correlations of cluster parameters and coherence time of parameters of interest. The statistics constitute an empirical stochastic clustered-delay-line (CDL) channel model focusing on the wideband characteristics observed in the realistic time-variant V2V propagation scenario.

DWG1: Radio Channels

TD(19)10068

A weight-sum Multi-Objective optimization for Dynamic Resource Allocation with QoS constraints in realistic C-RAN

Rolando Guerra-Gómez, Sílvia Ruiz-Boqué, Mario Garcia-Lozano, Joan Olmos Bonafé

This work continues the research presented at the Dublin meeting, where a large-scale C-RAN deployment using realistic Vienna scenario was presented. After this initial planning, real time resource allocation strategies with QoS constraints should be optimized as well. To do so, a realistic small-scale scenario for the Vienna metropolitan area is defined by modelling the individual variant traffic patterns of 7000 users (UEs) connected to different services. The distribution of resources among UEs and BBUs is optimized by a weight-sum Multi-Objective algorithm, based on a realistic calculation of the UEs Signal to Interference and Noise Ratios (SINRs) that account for the required computational capacity per cell, the QoS constraints and the service priorities. Results show that even after the optimization there are some time intervals where the allocated resources are underutilized,

DWG3: NET Layer

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which opens the door to the definition of new Machine Learning algorithms able to predict the required capacity.

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DWG1: Radio Channels

May 27–29, Oulu, Finland

1. Highlights from the Oulu meeting

During the meeting in Oulu, DWG1 sessions covered 27 TDs. The following were the

major technical trends of the sessions:

• Various measurement campaigns and analysis such as radar cross sections of

drones, antenna movement effects on channels, extensive wideband vehicular

measurements at 5.9 GHz and optical ultrawideband wired links as part of

fronthaul.

• Channel sounding and modeling in industrial scenarios, including MIMO and

ultrawideband measurements and pathloss and cluster models.

• Channel sounding and modeling in mmwave bands, including scattering from

walls, building entry loss and clutter loss and indoor polarimetric channel

sounding at 190 GHz.

• Radio wave propagation and link study based on computer simulations, e.g.,

ray-tracing in air-to-ground, dynamic and intra-wagon communications;

cellular coverage studies; polarimetric body-centric links and scattering from

trunk-dominated forests.

During the discussion session, DWG1 covered different topics: 1) convened sessions

in EuCAP 2020, 2) IRACON special issue in Radio Science and IRCAON’s

contribution to the ITU journal and 3) progress and next milestones of writing IRACON

book Chapters 2 and 3.

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Input for the newsletter

DWG1 sessions covered 27 TDs. The session covered various measurement campaigns

and analysis. Among different application scenarios, industrial environments attracted

much attention, thereby different MIMO and ultrawideband measurements along with

pathloss and cluster models are reported. Channel sounding and modeling at millimeter-

wave bands is still required, for which scattering from walls, building entry loss and

clutter losses and polarimetric indoor measurements at 190 GHz are reported. Finally,

there is an increasing number of simulation-based studies of radio propagation and links

through ray-tracing applied to, e.g., cellular and air-to-ground scenarios. During the

discussion session, DWG1 covered different topics: 1) convened sessions in EuCAP

2020, 2) IRACON special issue papers in ITU journal and Radio Science and 3)

progress and next milestones of writing IRACON book Chapters 2 and 3.

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Appendix: summary of sessions

Day 1, session on propagation mechanism and ray-tracing, 14:00-15:45

• TD(19)10011, clustering method based on sparsity

o KMeans and KPowerMeans algorithms often do not work properly.

Formulating and solving L1 minimization problem to obtain sparser

channels; sparsity comes from clusters.

o Book: cluster models 2.2 Troels

• TD(19)10067, cluster identification in vehicular-to-vehicular communication

channels based on the Hough transformation

o Many clusters consisting of strong paths are detected and tracked over time-

varying channel impulse response, allowing good estimation of the mean

delay and delay spread.

o Book: cluster models 2.2 Troels and fast channels 3.4

• TD(19)10032, reciprocal diffuse scattering model taken from computer graphics

o The so-called GGX model is similar to the existing single-lobe directive

model but fulfills reciprocity of scattering.

o Book: site-specific model 2.2 Enrico/Danping

• TD(19)10044, point cloud influence on accuracy of ray-tracing

o Three variants of point cloud was tested: 1) raw (measured) point cloud, 2)

flattened point cloud and 3) fully processed point cloud. Condensed

parameters are well reproduced by the raw and processed point cloud, while

physical propagation paths are best reproduced by the processed point

cloud. Flattened point cloud has least accuracy.

o Book: site-specific model 2.2 Enrico/Danping

• TD(19)10035, impacts of field polarizations on body channels

o Polarization effects appear in antenna rotation, incidence plane inclination

and imbalance of reflection coefficients for TE and TM modes. Geometrical

formulation of depolarization shows that the extent of depolarization

depends on the scatterer positions, material properties and antenna rotation

and motions.

o Book: IoT body

Day 1, session on radar measurements, 16:15-18:00

• TD(19)10045 and 49, RCS measurements of drones in an anechoic chamber

o Measurements for 26-40 GHz and 77 GHz band. Material types, size,

payload and the number of blades of the drone make differences to RCS

signature in terms of received power and spectrogram.

o Book: mm-wave 3.2

• TD(19)10039, radar multipath channel characterization

o Multipaths to be considered both for target and non-target objects.

Shadowing due to surrounding objects and near-field effects need to be

considered in applying the RCS to radar channel simulations.

o Book: stochastic model 2.2 Pekka

• TD(19)10043, comparison of METIS map-based and hybrid ray-tracing models.

o Similar trend in LOS but discrepancy in NLOS channels.

o Book: stochastic model 2.2 Pekka

• TD(19)09029, future optical access networks for 5G

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o The use of injection locking phenomenon with laser sources is a potential

good solution of over-the-air optical links generate wideband over-the-air

RF signals?

o Book: ?

Day 2, session on indoor channels, 9:00-10:45

• TD(19)10007, Spatial properties of industrial wireless channels

o 2 x 2 MIMO measurements in industrial environment for analyzing

frequency-selectivity of channels.

o Book: MIMO channel 3.3

• TD(19)10034, Channel characterization in the 2-6 GHz band for an industrial

environment

o Time-delay measurements in a machinery room where a dense and harsh

multipath scenario is observed. Pathloss exponents and cluster angular

spreads are estimated.

o Book: Measurement 3.1

• TD(19)10041, Path loss measurements and modeling for indoor industrial IOT

o Pathloss modeling for 3GPP RAN1 for indoor industrial Internet of Things

(IoT) scenario. Summarizing various measurement results from different

companies and universities.

o Book: Measurement 3.1

• TD(19)10024, Indoor double-directional 3D Measurements at 190 GHz

o Multiple scatterers have been identified with the assistance of ray-tracing.

Polarization characteristics of propagation paths are specific for each

scatterer.

o Book: mm-wave 2.2

• TD(19)09025, Millimeter wave channel characterization and modeling for intra-

wagon communication

o mmWave channel measurements and simulations for onboard passengers in

the metro. Frequency ranges from 26.5 GHz to 40 GHz. Poles, windows and

the train body can generate strong reflection and scattering. Dense

multipaths are modeled by using a propagation graph.

o Book: mm-wave 2.2

Day 2, session on millimeter-wave and vehicular channels, 11:15-13:00

• TD(19)10033, Electrical parameter estimation of building walls at 26 GHz

o Real-time channel sounder, antennas pointing to different types of walls

including dress stone, bath stone, metal frame of windows and glass. The

use of horizontal polarization. Huge fluctuation of specular reflection power

from the dress stone was modeled by Nakagami fading well, but poorly

modeled by Rayleigh distribution. Coherence distance is on the order of

millimeter.

o Book: mm-wave 3.2

• TD(19)10048, study of building entry loss and clutter losse

o ITU-R 2109-0 specifies model on BEL and 2108-0 on clutter loss;

applicable range is 0.08-100 GHz.

o Cellular channel sounding at 26 GHz, one with outdoor receivers and

another with indoor receivers. Difference between them are building entry

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loss. 42.9 and 18 dB for the building entry loss and clutter losses.

o Eideband measurements gave consistent losses compared to previous

continuous-wave measurements at the same site.

o Book: mm-wave 3.2

• TD(19)10016, 3D V2V channel model

o On the vehicular side, uniform circular array operating at 5.9 GHz carrier

frequency with 30 MHz bandwidth is used. Measurements in urban and

suburban routes on a street, street crossing and underground garage.

o Cluster channel model parameters were derived from SAGE estimates.

o Book: fast channel 3.3

• TD(19)10055, air-to-ground channel simulations using ray-launching method.

o 700 MHz, 3.5 GHz, 26 GHz and 70 GHz as potential bands.

o 4 x 4 km2 area was considered for the simulations. The path loss exponent

increases as the above-ground-level height of the drone is lower and the

frequency is higher.

o Air-to-ground channel sounding at 24-40 GHz and 3.1-5.3 GHz is planned.

o Book: site-specific model 2.2 Enrico/Danping, fast channel 3.3

• Discussions

o Paper submissions are welcome for

▪ ITU journal: Contributions of paper submissions are welcome;

deadline may be extended to the third week of June.

▪ Radio Science special issue on “Radio channel modeling for 5G

millimeter-wave communications in built environments”,

submission deadline is Sep 15 2019.

▪ Radio Science special issue on “Radio channel measurements and

modeling for future high-speed railway communications”

o Convened sessions in EuCAP 2020

▪ Sana plans an IET/IRACON session possibly with Marina in

UBologna.

Day 2, session on ray-tracing, 14:00-15:45

• TD(19)10002, Dynamic ray-tracing

o A way to derive Doppler frequency is proposed for reflection and diffraction

paths, when interacting objects are moving.

o Book: site-specific model 2.2 Enrico/Danping

• TD(19)10006, Ray-tracing for sub-THz band

o The commercial ray-tracer is calibrated up to 100 GHz measurements for

material parameters and vegetation.

o Small-cell outdoor and indoor channel simulations for frequencies up to 200

GHz. The pathloss exponent is always less than 2 for both outdoor and

indoor scenarios.

o Loss due to vegetation is also considered for 150 GHz outdoor link. Loss is

proportional to penetration depth. Diffraction from the tree canopy is also

considered.

o Book: site-specific model 2.2 Enrico/Danping

• TD(19)10052, Comparison between channel model based on stochastic geometry

and ray-tracing in small cells

o Quite different coverage probability is obtained from the stochastic

geometry that uses Poisson point process and from ray-tracing with similar

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geometry.

o Book: site-specific model 2.2 Enrico/Danping (Claude’s suggestion)

• TD(19)10038, Integrating antenna arrays into ray-tracer with feasible

computational time.

o Visibility of scattering objects from the link ends are estimated, leading to

reduced computational time. The time reduction is smaller for, e.g., 5th order

reflections.

o Book: site-specific model 2.2 Enrico/Danping

• TD(19)10009, Calculation of loss models of trunk-dominated forest like birch trees.

o Trunks are modeled as lossy dielectric cylinders. Transport theory is used

to solve the scattered fields in terms of coherent and incoherent components.

Dominance of coherent or incoherent fields depends on scattering cross

section and density of trunk. Intensity of incoherent component becomes

more dominant as the trunk radius increases. Monte-Carlo simulation results

agree with those from the transport theory.

o Book: site-specific model 2.2 Enrico/Danping?

Day 3, session on antennas, 9:00-10:45

• TD(19)10014, 26, 61, channel-static antenna deployment on a mobile device

o If an antenna position on a mobile device can move, it is possible to move

the antenna during motion of the mobile so that the antenna remains at the

same place and hence observed channels do not suffer from time-variance,

assuming that everything else is static.

o The idea of channel-static antenna on a mobile device was demonstrated by

measurements in an anechoic chamber and in an indoor office environment

where it is assumed that there is no change of surrounding environment. The

magnitude, however, shows some changes in some experiments due to the

violation of the assumption of static environment.

o Book: Measurement 3.1

• Discussions

o Sana and Mark will convene an IET/IRACON joint session on 5G channel

modeling, spectrum sharing and interference modeling. Paper contributors

to be solicited are

▪ Mark Beach, University of Bristol

▪ Tim Brown, University of Surrey

▪ Oliver Holland, King’s College London on spectrum

▪ Luis de Silver, Trinity College in Dublin

▪ Andres Glazunov, University of Twente

▪ Diego Dupleich, Technical University of Ilmenau

▪ Gert Pedersen, Aalborg University

▪ Fredrik Tufvesson, Lund University

▪ Danping He, Beijing Jiaotong University

o Radio Science Special issue “Radio channel modeling for 5G millimeter-

wave communications in the built environment”

▪ Several research groups have mentioned interest to submit a

manusript.

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DWG2: PHY Layer

May 27-29, Oulu, Finland

Meeting Report

At Oulu meeting, WG2 had 2 sessions with 4 TDs presented. TDs’ topics were rather spread

over a wide area of fields - channel state estimation for wireless physical layer coded

systems, optimisation of BLER in relay based cooperative communication, distributed

beamforming for massive MIMO, and iterative interference cancelation for non-orthogonal

waveforms. Despite the wide range of topic, there are clearly emerging two common

principles present in the majority of WG2 work - massive MIMO and cooperative algorithms

(signal processing, coding, decoding). In the second session, we thoroughly discussed a

consolidation plan for the work on the Chapter 5 of the Final Book and agreed on the

immediate steps that will bring everything back to the desired state.

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DWG3: NET Layer

May 27-29, Oulu, Finland

Meeting Report

We had 11 TDs in 3 sessions. One joint session with RA. TDs were on topics including

Cran, Small Cells, economic aspects, and UAVs.

We also discussed the book chapter, STSM opportunities and Training School.

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EWG: Internet-of-Things

SEWG: Internet-of-Things for Health (IoT-Health)

Meeting in Oulu

Oulu, Finland, May 27-29, 2019

The EWG-IoT held one session with 4 TDs during the 10th IRACON technical meeting. A summary

of the presentations and discussions is provided in the following. In addition, other 3 TDs (n. 35, 22,

and 51), jointly related to IoT and WG1, WG2 and LT, where presented in sessions devoted to the

other cited WGs.

I. May 27th (16:15 – 18:00)

A joint session with WG3 for discussing the book content and status took place. During the session

comments received from the BE have been discussed. These comments are reported below with

indication about who will take care of the issue, as agreed during the meeting.

- Chapter labels: label should have a capital C – The Chapter Editor will work on it

- Figure labels: mostly OK (some “c” instead of “C”) - The Chapter Editor will work on it

- Table labels: wrongly labeled - The Chapter Editor will work on it

- References: the Bibtexkey does not follow the IRACON format – Each Section Editor will work

on it

- Add a Conclusion section- The Chapter Editor will work on it

- Copy-right free figures and graph - Each Section Editor will work on it

I. May 28th (14:00 – 15:45)

Four TDs have been presented during this session.

TD n. 20 considers a cellular-vehicle-to-anything (C-V2X) application and proposes a UAV with

CV2X equipment providing service for the extended sensing application. A UAV trajectory design,

accounting for the radio resource assignment, is proposed and simulations show the results in terms

of gain in throughput and percentage of served users, with respect to the case in which the UAV is

not present.

TD n. 21 provides a brief overview of IoT experimental platform established to monitor the process

of 6TiSCH network formation and its stability. The testbed setup is based on Opentestbed

functionalities. Some preliminary results of experimental campaign based on OpenMote-B hardware

platform and OpenWSN protocol stack are reported.

TD n. 53 proposes the use of the LoRa technology at 2.4 GHz for a monitoring Industrial IoT

application. A proprietary solution for the medium access control protocol is presented and the impact

of interference generated by Wi-Fi on the LoRa-based system is characterised via experimentation.

Finally, TD n. 31 proposes a security mechanism for D2D communication involving the usage of

physical unclonable functions for unique key generation, Elliptic-Curve Cryptography and Diffie-

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EWG: Internet-of-Things

SEWG: Internet-of-Things for Health (IoT-Health)

Hellman Key Exchange and Salsa20/20 as stream cyphering encryption method, suitable for

confidentiality of the wireless transmissions. All these methods are implemented and tested on a SDR

platform consisting of a Zync based System on Chip, complemented by radio frequency daughter-

boards from analog devices.

Other activities to be reported:

1. Short Term Scientific Mission:

Dragan Vasiljević, UNIBL; Title: "Experimental evaluation of joint routing and scheduling

algorithm in 6TiSCH WSN networks", Host: Jozef Stefan Institute, Ljubljana; Period:

September 5-24, 2019.

2. Special Session Organization

Industrial Internet of Things, Chair: Gordana Gardasevic, UNIBL; 18th IEEE International

Conference on Smart Technologies - IEEE EUROCON 2019, July 1-4, 2019, Novi Sad,

Serbia.

3. Joint papers

Tijana Devaja, Dragana Bajovic, Dejan Vukobratovic, Gordana Gardasevic, "Scheduling in

6TiSCH Networks via Max-Product Message-Passing", 18th IEEE International Conference

on Smart Technologies - IEEE EUROCON 2019, July 1-4, 2019, Novi Sad, Serbia. UNIBL

and UNI Novi Sad.

Slađana Jovanović, Milan Jovanović, Tamara Škorić, , Stevan Jokić , Branislav

Milovanović , Konstantinos Katzis and Dragana Bajić , "Internet of Everything and

Mobile Crowd Sensing: an Application for Hypertensive Patients", Sensors 2019,

Vol. 19(2), pp 400-416.

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EWG: Internet-of-Things

SEWG: Internet-of-Things for Health (IoT-Health)

The SEWG-IoT: Internet-of-Things for Health (IoT-Health) held one session with 3 TDs during the

10th IRACON technical meeting. There were 22 attendees. A summary of the presentations and

discussions is provided in the following.

II. May 29th (09:00-10:45)

During this session three TDs (no. 3, 18 and 56) were presented. The first TD (no. 3) discussed the

problem of medical data harvesting and its connection with four pillars of the Internet of Everything

(IoE): people (connecting people in more relevant, valuable ways), data (converting data into

intelligence to make better decisions), process (delivering the right information to the right person or

right machine at the right time) and things (devices and objects connected to each other). The purpose

of this contribution was to align the four IoE pillars to the available mobile data sources in order to

create a database for the medical research society. The second TD (no. 18) presented an empirical

validation of the polarised channel model for off-body communication based on wideband indoor

measurements at 5.8 GHz with a 500 MHz bandwidth. The simulated values of the total received

power, first path delay, mean delay and delay spread of the channel were compared against the

measurements for a dynamic user scenario. Such a comparison was performed for the orthogonal

polarisations of the off-body antenna, considering three wearable antenna placements on the body.

Simulations were performed with and without considering inter-path interference. The last TD (no.

56) proposed a potential architecture and model of an in-body nanonetwork for disease detection. A

flow-guided nanocommunication network deployed inside of a human vascular system was

considered. The network is supposed to augment the human immune system by helping with health

issues related to serious bacterial infections, blood circulation and heart diseases. The network

consists of nano-probes reporting biological measurements, small nano-nodes working as information

carriers, and nano-routers communicating with external medical systems. In order to evaluate the

network performance, authors proposed a potential network architecture, and presented

corresponding numerical results

After the above presentations, there was a sub-group discussion. The summary of the discussed topics

has been provided in the following.

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EWG: Internet-of-Things

SEWG: Internet-of-Things for Health (IoT-Health)

1. Workshops and Special Sessions

a) Executed

• Session: “COST Action CA15104 (IRACON): Measurements and Simulations in

Channel Modelling in Wireless Body Area Networks,” EuCAP, Paris, France, Mar.

2017 (L.M. Correia, S.J. Ambroziak).

• Workshop: “IoT-Health 2018: IRACON Workshop on IoT Enabling Technologies in

Healthcare,” IEEE WCNC, Barcelona, Spain, Apr. 15th, 2018 (K. Sayrafian, H.

Ahmadi, K. Katzis, S.J. Ambroziak).

• Session: “COST Action CA15104 (IRACON): Measurements and Simulations in

Channel Modelling in Wireless Body Area Networks,” EuCAP, London, UK, Apr. 2018

(L.M. Correia, S.J. Ambroziak).

• Workshop: „WIreless Body COMunications in Medicine (WIBCOMM)” – joint

Workshop COST IRACON & H2020 WIBEC Project, IEEE International Symposium

on Personal, Indoor and Mobile Radio Communications (PIMRC), Sept. 9-12, 2018 –

Bologna, Italy (Conchi Garcia Pardo, Narcis Cardona).

• Session: “COST Action CA15104 (IRACON): Measurements and Simulations in

Channel Modelling in Wireless Body Area Networks,” EuCAP, Kraków, Poland,

31.03.-05.04.2019 (L.M. Correia, K.K. Cwalina).

• Session: “IoE and Health Applications,” 18th International Symposium INFOTEH-

JAHORINA, Jahorina, RS, B&H, 20-22.03.2019.

b) Planned

• Workshop: “IoT-Health 2019: Second International Workshop on IoT Enabling

Technologies in Healthcare,” IEEE International Symposium on Personal, Indoor and

Mobile Radio Communications, Istanbul, Turkey 8-11.09.2019 (K. Sayrafian,

H. Ahmadi, K. Katzis, S.J. Ambroziak) – accepted.

• Session: “COST Action CA15104 (IRACON): Measurements and Simulations in

Channel Modelling in Wireless Body Area Networks,” Copenhagen, Denmark, 15-20

March 2020 (L.M. Correia, S.J. Ambroziak) – proposal to be submitted till 7th of June.

2. Short Term Scientific Missions among participant institutions

a) Executed

• “Simulations of the radio channel in off-body communications in a passenger ferry

environment,” 18-29.09.2017 (P.T. Kosz, GUT to IST).

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EWG: Internet-of-Things

SEWG: Internet-of-Things for Health (IoT-Health)

• "Polarised off-body channel measurements with dynamic user,” 05-16.02.2018

(K. Turbic, IST to GUT).

• “Simulation of polarised off-body channels with dynamic users,” 18.02.2019–

01.03.2019 (S.J. Ambroziak, GUT to IST).

• “Communication interfaces for medical chips in patients bodies suitable for early

detection of infections,” 29.03.2019–10.04.2019 (P. Kułakowski, AGH to UPCT).

b) Planned

• None.

3. Collaboration

a) Ongoing

• GUT and IST: “Off-body and body-to-body channel modelling”

• NIST and UPV: “Matching liquid and computational phantoms results for UWB implant

communication”

• AGH and IST: “Nano-communications for in-body medical networks”

• UPV and UGent: “Research on gel phantoms for 5G/mmWave communications”

• EUC and NIST: “Requirement Analysis of 5G Networks Supporting Internet of Things

(IoT)-Health Applications” (under Fulbright Visiting Scholars Program granted to

K. Katzis, April 27 – Aug. 10, 2019).

b) Planned

• UGENT and UPV: “using the measurement facility at UPV for near field

communication study by UGENT.”

4. Joint papers (with acknowledgements to IRACON)

a) Published

• S.J. Ambroziak , K. Turbić , L.M. Correia, “An Approach to Mean Path Loss Model

Estimation for Off-Body Channels,” 11th International Symposium on Medical

Information and Communication Technology (ISMICT) on Feb. 2017 in Lisbon,

Portugal.

• P.T. Kosz, S.J. Ambroziak, L.M. Correia, “Measurement research of the radio wave

propagation conditions in WBAN in a ferry passenger cabin”, Telecommunication

Review and Telecommunication News, No. 2-3/2017 (in Polish).

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EWG: Internet-of-Things

SEWG: Internet-of-Things for Health (IoT-Health)

• K.K. Cwalina, S.J. Ambroziak, P. Rajchowski, L.M. Correia, “Radio channel

measurements in 868 MHz off-body communications in ferry environment,”

Telecommunication Review and Telecommunication News, No. 2-3/2017 (in Polish).

• K.K. Cwalina, S.J. Ambroziak, P. Rajchowski, L.M. Correia, “Radio channel

measurements in 868 MHz off-body communications in a ferry environment,” 32nd

International Union of Radio Science General Assembly and Scientific Symposium

(URSI GASS), Aug. 19-26, 2017, Montreal, Canada.

• P.T. Kosz, S.J. Ambroziak, L.M. Correia, “Radio channel measurements in off-body

communications in a ferry passenger cabin,” 32nd International Union of Radio Science

General Assembly and Scientific Symposium (URSI GASS), Aug. 19-26, 2017,

Montreal, Canada.

• S.J. Ambroziak, K. Turbić, L.M. Correia, “Polarisation and path loss analysis for off-

body wireless body area networks,” Telecommunication Review and

Telecommunication News, No. 6/2017 (in Polish).

• K. Turbic, S.J. Ambroziak, and L.M. Correia, “Characteristics of the Polarised Off-

Body Channel in Indoor Environments,” EURASIP Journal on Wireless

Communications and Networking, vol. 2017, no. 1, p. 174, Oct. 2017.

• K. Turbic, S.J. Ambroziak, L.M. Correia, “Fading Characteristics for Dynamic Body-

to-Body Channels in Indoor and Outdoor Environments,” 12th European Conference on

Antennas and Propagation (EuCAP), London, UK, Apr. 9-13, 2018.

• K. Turbic, S.J. Ambroziak, L.M. Correia “A Body-Shadowing Model for Off-Body and

Body-to-Body Communications,” Baltic URSI Symposium, Poznan, Poland, May 14-

17, 2018.

• K.K. Cwalina, S.J. Ambroziak, P. Rajchowski, L.M. Correia, “System Loss in UWB

Off-Body Communications in a Ferry Environment,” Baltic URSI Symposium, Poznan,

Poland, May 14-17, 2018.

• P.T. Kosz, S.J. Ambroziak, J. Stefanski, K.K. Cwalina, L.M. Correia, K. Turbic, “An

Empirical System Loss Model for Body Area Networks in a Passenger Ferry

Environment,” Baltic URSI Symposium, Poznan, Poland, May 14-17, 2018.

• K. Cwalina, S.J. Ambroziak, P. Rajchowski, L.M. Correia, “Propagation conditions in

ultra-wide band off-body communications in a harsh environment,” Telecommunication

Review and Telecommunication News, No. 6, Warsaw, 2018, pp. 277-280 (in Polish).

• P. Kosz P., S.J. Ambroziak, J. Stefański L.M. Correia, K. Cwalina, K. Turbić,

“Empirical system loss model for wireless body area network radio link working in a

passenger ferry environment,”, Telecommunication Review and Telecommunication

News, No. 6, Warsaw, 2018, pp. 281-284 (in Polish).

• S.J. Ambroziak, K. Turbić, L.M. Correia, “Research and analysis of body-shadowing

effect in off-body and body-to-body networks,” Telecommunication Review and

Telecommunication News, No. 6, Warsaw, 2018, pp. 585-588 (in Polish).

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EWG: Internet-of-Things

SEWG: Internet-of-Things for Health (IoT-Health)

• S.J. Ambroziak, K. Turbić, L.M. Correia, “Research and analysis of fading in body-to-

body networks for different propagation environments,” Telecommunication Review

and Telecommunication News, No. 8-9, Warsaw, 2018, pp. 285-288 (in Polish).

• S. P. Simbor, K. Krhac, C. Garcia-Pardo, K. Sayrafian, D. Simunic, N. Cardona, "Impact

of Measurement Points Distribution on the Parameter of UWB Implant Channel Model",

IEEE Conference on Standards for Communications and Networking (CSCN), 29-31

October 2018, Paris, France – BEST PAPER AWARD • M.M. Ferreira, S.J. Ambroziak, F.D. Cardoso, J. Sadowski, L.M. Correia, „Fading

Modeling in Maritime Container Terminal Environments,” IEEE Transactions on

Vehicular Technology, vol. 67, no. 10, pp. 9087-9096, Oct. 2018.

• Jovanović S., Jovanović M., Škorić (Ćeranić) T., Jokić S., Milovanović B., Katzis K.,

Bajić D., “A Mobile Crowd Sensing Application for Hypertensive Patients,” Sensors,

2019, Vol. 19, No 2, pp. 400-416, ISSN 1424-8220,

http://dx.doi.org/10.3390/s19020400.

• K. Turbic, S.J. Ambroziak, L.M. Correia, M. Beko, “Wideband Off-Body Channel

Characteristics with Dynamic User,” 13th European Conference on Antennas and

Propagation, EuCAP, Kraków, Poland, 31.03.-05.04.2019. • P. Kosz, S.J. Ambroziak, L.M. Correia, J. Stefański, “Fading Analysis in Off-Body

Channels in a Straight Metallic Corridor in a Passenger Ferry Environment,” 13th

International Symposium on Medical Information and Communications Technology,

ISMICT, Oslo, Norway, 08-10.05.2019.

• K. Katzis, S. Jovanović, M. Jovanović, T. Škorić, D. Bajić, B. Milovanović, „Processes,

data, people and things - IoE foundations of medical data harvesting“, INFOTEH-

JAHORINA 2019, 20-22.03.2019, Jahorina, Bosnia and Herzegovina, ISBN: 978-

99976-710-2-8, pp. 124-128.

• T. Škoric, S. Jovanović, M. Jovanović, B. Milovanović, K. Katzis, D. Bajić , “ Internet

of Things and Mobile crowdsensing in hypertensive patients”, Proceedings of the 9th

International Symposium on Neurocardiology, NEUROCARD 2018, p 89, 12-

13.09.2018, ISSN 2069-0169.

b) Planned

• T. Škorić, K. Katzis, S. Jovanović, “Four Pillars of IoT in Health Application“,

EUROCON 2019, Novi Sad, Serbia, July 2019 – accepted.

WG members were asked to send to the Chairs already accepted and/or published joint

papers.

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EWG: Internet-of-Things

SEWG: Internet-of-Things for Health (IoT-Health)

5. Training Schools

a) Executed

• “WIBEC/COST-IRACON Joint Training School on Antennas and Propagation

Modeling for Body Environment Communications,” 1-2.05.2017, Dresden, Germany.

• “VTS PT Chapter/COST-IRACON Joint Winter School on Beyond 5G Networks

operating in the Millimetre Wavebands enabled by Joint Analogue-digital Signal

Processing,” 5-9.03.2018, Lisbon, Portugal.

b) Planned

• None.

6. Joint activities with H2020 projects

a) Executed

• Workshop (joint COST IRACON & H2020 WIBEC Project): ”WIreless Body

COMunications in Medicine (WIBCOMM)”; IEEE International Symposium on

Personal, Indoor and Mobile Radio Communications (PIMRC), Sept. 9-12, 2018 –

Bologna, Italy (Conchi Garcia Pardo, Narcis Cardona).

b) Planned

• None.

7. Tutorials

a) Executed

• None

b) Planned

• None

8. Number of TDs submitted so far

• Feb. 2017, Lisbon, Portugal: 7 TDs

• May 2017, Lund, Sweden: 9 TDs

• Sept. 2017, Graz, Austria: 5 TDs

• Jan. 2018, Nicosia, Cyprus: 3 TDs

• May 2018, Cartagena, Spain: 9 TDs

• October 2018, Podgorica, Montenegro: 5 TDs

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EWG: Internet-of-Things

SEWG: Internet-of-Things for Health (IoT-Health)

• Jan. 2019, Dublin, Ireland: 7 TDs

• May 2019, Oulu, Finland: 3 TDs

9. Dissemination

The SEWG-IoT: Internet-of-Things for Health (IoT-Health) is very active in this field.

10. Final book

Below there is a list of subsections of the IoT-Health chapter with the current status.

1) Wearable and Implantable IoT-Health Technology (25 pages)

a) BAN channel measurements and modelling (15 pages)

Section Editors: Luis M. Correia, Krzysztof K. Cwalina, Kenan Turbić

Draft: 13 pages. Add 1 TD from Oulu.

b) Human body phantoms and SAR measurements (10 pages)

Section Editors: Conchi Garcia-Pardo

Draft: 7 pages – “Human Exposure to EM Fields” has to be added.

2) IoT-Health Networking and Applications (10 pages)

Section Editors: Dragana Bajić, Lazar Berbakov, Gordana Gardašević,

Konstantinos Katzis,

Draft: 10 pages. Add 1 TD from Oulu.

3) Nanocommunication (5 pages)

Section Editor: Paweł Kułakowski

Draft: 5 pages. Add 1 TD from Oulu.

Comments from book editors to the first draft of our chapter:

I. Chapter completeness

1. All main sections are there, there is even an extra one on “Human body phantoms and

SAR measurements” (but maybe that belongs in the first section? )

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EWG: Internet-of-Things

SEWG: Internet-of-Things for Health (IoT-Health)

At the beginning this part was a subsection of the first section, but it can be a separate

section. It will be changed.

2. Section 1.2.3 “Human exposure to EM fields” is still missing

We are waiting for Conchi.

3. The order of the section has been changed, but I guess that doesn’t matter (although the

beginning of “Wearable …”section assumes that the “Nano-comm”-section came

before)

The first sentence in 1.1. should be rephrased.

II. IRACON book rules (labels, references, etc.)

1. Chapter labels: chapter number should be adapted and it should be a “C” instead of “c”

2. Section labels: more or less OK

3. Subsection labels: labels wrong or missing (except for 1.4, that one is OK)

4. Equation labels: OK for 1.1, but not OK for 1.2

5. Figure labels: OK for 1.1 and 1.4, but not OK for 1.3

6. Table labels: OK for 1.1, but not OK for 1.3

7. References:

o 1.1. is OK

o 1.2. bibtexkey does not follow IRACON format

o 1.3. bibtexkey does not follow IRACON format

o 1.4. OK except when < 4 authors

All above mentioned comments should be addressed by the editors of particular

subsections. All editors should be aware of the book rules. They were sent at the beginning.

III. General comments

1. Length: 36 pages => OK

There will be some additional text after Oulu and Gdansk.

2. Complete title should be “IoT for healthcare applications”

It will be changed.

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EWG: Internet-of-Things

SEWG: Internet-of-Things for Health (IoT-Health)

3. References to the IRACON action in the chapter, is that OK?

Yes, it is OK.

4. It would be nice to have about ½-1 page introduction to the chapter before Section 1.1

It will be done when all subsections are finished.

5. There is a 1.1.1, but no 1.1.2. Is it possible that 1.2 should be 1.1.2? (according to the

detailed TOC that Kamran sent earlier)

It will be changed.

6. Section 1.1 has some grammar mistakes

The proofreading needs to be done.

7. All sections are nice.

It is a nice conclusion of our work.

Subsections’ editors are asked to include TDs from Oulu and Gdańsk, and send extended

subsections by deadline?

In addition, it has been decided that we are not going to ask IEEE for copyrights for the

figures – authors should change figures a little bit.

If there is a journal/conference paper (open publications) it is recommended to add it

instead of TD, and mention about TD.

Deadlines:

30. Sept. – revised sections (SE -> CE)

15. Oct. – second draft of the chapter (CE -> BE)

01. Nov. – Compilation of all chapters (BE)

01. Dec. – Second draft of the book (BE)

Please wait until we send the files of merged chapter and comments to the first draft.

IV. Next action: focus and architecture

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1S C I E N C E P A S S I O N T E C H N O L O G Y

www.tugraz.atKlaus Witrisal, Carles Anton28/05/2019, COST IRACON, Oulu, FinlandKlaus Witrisal, Carles Antón-Haro28/05/2019, COST IRACON, Oulu, Finland

EWG LT: Localization and Tracking

28/5/2019, COST IRACON, Oulu, Finland

Carles Antón-Haro, Klaus Witrisal

CTTC, Barcelona, SpainGraz University of Technology, Austria

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22

Klaus Witrisal, Carles Antón-Haro17/01/2019, COST IRACON, Dublin, Ireland

Book chapter – ToC, Editors, Scope1. Introduction - Carles Anton (CTTC), Klaus Witrisal (TU Graz)2. Measurement acquisition, measurement modeling, and performance limits – Stefan

Grebien, Thomas Wilding (both TU Graz) - 17 TDsScope: This section deals with the acquisition of position-related measurements from radio signals including signal modeling and theoretical performance limits; typically the focus will lie on a link level of the wireless system.

3. Position estimation methods, data fusion, and tracking - David Plets, Joseph Wout, (both U Gent) - 17 TDs

Scope: This section deals with the estimation and tracking of the actual position from measurements. i.e., some network-level view is typically needed.

4. Multipath exploitation and modeling - Erik Leitinger and Xuhong Li (Lund and TU Graz) - 9 TDs

Scope: Multipath assisted positioning methods including aspects of multipath signal modeling for this purpose. A separate section is proposed because multipath assisted positioning methods need measurement acquisition/modeling AND position estimation/tracking.

5. System study, system-level performance analysis and performance limits - Jose del Peral (UAB) and Jordi Vilà-Valls (Supaero) - 9 TDs

Scope: This section deals with system-level aspects: system-level performance studies (eganchor-placement analysis wrt positioning performance) and also location-aware communications (eg AoA-based beamsteering)

6. Testbed and prototyping activities - Carles Anton, Klaus Witrisal – 3 TDs

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33

Klaus Witrisal, Carles Antón-Haro17/01/2019, COST IRACON, Dublin, Ireland

Book chapter – Refining sections

1. Introduction• Content from White Paper; needs more shoortening (- 3 pgs.)

2. Measurement acquisition, measurement modeling, and performance limits• Stable draft; shortening needed (-4 pgs.); some re-structuring; TDs from Dublin and

Oulu3. Position estimation methods, data fusion, and tracking

• Length and detail very well; some TDs from Dublin and Oulu to be included; some alignment with Sectioin 9.4 needed

4. Multipath exploitation and modeling • Draft texts ready; some shortening needed (- 3 pgs.); new TDs from Oulu; structure to

be refined5. System study, system-level performance analysis and performance limits

• Length OK; some alignment with other subsections needed; review needed; review of figures

6. Testbed and prototyping activities.• Length OK; references to TDs?

• Total current length: 59 pgs.!

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44

Klaus Witrisal, Carles Antón-Haro17/01/2019, COST IRACON, Dublin, Ireland

Book chapter – Mapping of Oulu TDsMeasurement acquisition, measurement modeling, and performance limits• TD(19)10046 Distance Calibration for Indoor Cooperative Localization; Bernhard Etzlinger,

Andreas Ganhör, Moritz Lehner, Julian Karoliny, Núria Ballber, Andreas SpringerPosition estimation methods, data fusion, and tracking • TD(19)10036 Ground user localization in UAV based wireless networks; Sami Mezhoud, Jianqiao

Cheng, Ke Guan, Francois Quitin• TD(19)10051 A Review of Localization in OFDM Based Systems; Piotr Rajchowski, Krzysztof

Cwalina, Olga Błaszkiewicz, Alicja OlejniczakMultipath exploitation and modeling • TD(19)10012 RANSAC for Exchanging Maps in Multipath Assisted Positioning; Markus

Ulmschneider and Christian Gentner• TD(19)10013 LTE Multipath Component Delay Based Simultaneous Localization and Mapping;

Junshi Chen, Meifang Zhu, Fredrik Tufvesson"System study, system-level performance analsis and performance limits• TD(19)10027 Position Awareness for Drones to facilitate Beamforming; Michael Schweins, Jukka

Talvitie, Mike Koivisto, Thomas KürnerTestbed and prototyping activities• TD(19)10005 Bluetooth Low Power Portable Indoor Positioning System Using SIMO Approach

"Stanislav Rozum, Jan Kufa, Ladislav Polak"

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55

Klaus Witrisal, Carles Antón-Haro17/01/2019, COST IRACON, Dublin, Ireland

Book chapter

• Roadmap:

• Claude to present next milestone on Wed (see next slide!).• Probably, stable draft will be due in Oct. to include Gdansk

TDs (yes! By October 15!)

• Next steps proposed (internal to EWG-LT):• June 28: Current feedback implemented; additional TDs included.

Formatting aspects (references), collection of non-copyrighted figures.

• July, August: Detailed reviews among Section Editors; review tasksto be defined

• September 30: Include TDs from Gdansk

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66

Klaus Witrisal, Carles Antón-Haro17/01/2019, COST IRACON, Dublin, Ireland

Book: Overall timeline (by Claude/François)

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88

Klaus Witrisal, Carles Antón-Haro17/01/2019, COST IRACON, Dublin, Ireland

THANK YOU !!!

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Prof. Fredrik Tufvesson (Lund University) shared the following points on IRACON

liaisons:

Two new EU projects:

5G-SMART - 5G for Smart Manufacturing

Starting June 1st, 2019, coordinated by Ericson AB. 16 partners including Bosch, ABB,

Fraunhofer, u-blox, Orange, UP

Valencia, Lund University

ITN MINTS - MIllimeter-wave NeTworking and Sensing for Beyond 5G

Officially it will start Nov 1st, 2019 and we will recruit 15 PhD students in total.

Beneficiaries include:

1. KU Leuven, Belgium

2. IMDEA Networks, Spain

3. TU Darmstadt, Germany

4. Padua University, Italy

5. Lund University, Sweden

6. NEC Laboratories, Germany

7. Nokia Bell Labs, Ireland

And then there are 7 partners including e.g. NI, IMEC, Proximus, Italtel, Sony Mobile.

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Prof. Mark Beach (University of Bristol) mentioned the following notes on IRACON

liaisons during the closing plenary:

▪ H2020 5G-Xhaul has now finished. H2020 5G Picture includes use of millimetre

wave connection to trains with a trial with a Spanish train operator and also a

deployment of Massive MIMO at the Bristol Ashton Gate Stadium.

▪ EPSRC Commnet → training school on Green Radio

▪ Cambridge Wireless or CW →see https://www.cambridgewireless.co.uk/

▪ Recent event on Commercialising Millimetre Wave Technologies

▪ Future events: CW and UK Register of RF workers, 20th June, Birmingham →

discussion on RF safety limits

▪ 21st October (London) → Technology Enablers for 5G Spectrum Sharing

▪ Radio spectrum, fundamental to all wireless systems, is becoming more congested

and its management more challenging. Regulators are considering moving from

licensing fixed bands to Dynamic Spectrum Access (DSA), meeting demand based

on evolving need and availability, with Ofcom’s 2018 Spectrum Strategy proposing

to incentivise spectrum sharing [1] in both existing licensed bands and new bands,

with the US also promoting this approach to spectrum management [2]. At this

event we will explore the key enablers for Dynamic Spectrum Access for 5G and

beyond, including flexible RF systems, distributed spectrum monitoring and secure

protocols, and learning from the technical challenges faced in other spectrum

sharing frameworks in the US and beyond.

[1] https://www.ofcom.org.uk/__data/assets/pdf_file/0022/130747/Enabling-

opportunities-forinnovation.pdf

[2] http://dynamicspectrumalliance.org/

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Reports to 10th COST IRACON MCM, Oulu 27-29 May 2019 Prof. Per H. Lehne, Telenor ASA

H2020 5G-VINNI

The 5G-VINNI project has now been running for 11 months, and is approaching the first major

milestone on 1st July. The main work is now to implement the facility platforms. 5G-VINNI builds

4 major facilities in Norway, UK, Spain and Greece, and 4 experimental facilities in Germany,

Portugal and Luxembourg. Main facilities will implement fully virtualized core networks with

network slicing and Release 15 compliant 5G NR based RAN.

The project had its 4th plenary F2F meeting from 3-5th April 2019. The progress is mainly

according to plans. Release 0 of the platform is planned to be ready for performance testing on the 1

July, followed by initial testing and the implementation of a common test platform to address the

5G KPIs and to offer “Testing as a service” to external projects. 5G-VINNI shall support some of

the recently announced ICT-19 projects, among them 5G-HEART and 5G-SOLUTIONS.

H2020 EMPOWER

EMPOWER – Empowering Transatlantic PlatfOrms for advanced WirEless Research – is a H2020

Coordination and Support Action (CSA) which started in November 2018 and will run for three

years. The aim is to facilitate and stimulate transatlantic research collaboration between major

research platforms on wireless technology beyond 5G in US and Europe.

The project arranged a workshop to discuss the potential of joint collaboration activities between

EU and US platforms in Paris, co-located with Infocom 2019, on the 29th April. The workshop

gathered participants from all the ICT-17 platform projects (5G-VINNI, 5G-EVE, 5Genesis), the

US PAWR projects COSMOS and POWDER-RENEW, and also representatives from 5G-PPP and

5G-IA, Networld2020, the NSF and the EU, as well as from the 6G Flagship project in Finland and

from COST IRACON (Laurent Clavier). The project will now continue to elaborate on how to

facilitate research collaboration between the US and EU projects. The project also arranged a panel

session at Infocom 2019 on the 30th April. The next event is a full day workshop at EUCNC on the

18th June. The project is considering a joint workhop with COST IRACON together with the next

MCM in Gdansk targeting trends on wireless research beyond 5G, towards 2030.

H2020 5G-HEART

5G-HEART – 5G for HEalth, AquacultuRe and Transport validation trials – is one of the new ICT-

19 projects which will target 5G use case testing with different vertical industries. 5G-HEART will

design and perform test within the three verticals healthcare, aquaculture and transport. It will

utilize all three ICT-17 platforms (5G-VINNI, 5G-EVE and 5Genesis), as well as the 5GTN in

Finland and the 5Groningen platform in the Netherlands. Test sites will be in Norway, Greece, UK,

Netherlands, Finland and Ireland. The project coordinator is VTT Research Center in Finland, and

there are 21 partners. The project officially starts on 1st June and the kick-off will be held in Espoo

from 12-13 June.