masters thesis in computer systems engineering integration of positioning capabilities into an...

16
aster’s Thesis in Computer Systems Engineering Integration of Positioning Capabilities into an existing active RFID System Andreas Franz Wolfgang John Philipp Nagele Supervisor: Per-Arne Wiberg Halmstad, 4 th June 2004

Upload: alvin-cummings

Post on 18-Jan-2018

221 views

Category:

Documents


0 download

DESCRIPTION

Integration of Positioning Capabilities into an existing RFID System 3/16 Project Objective Enhancing the existing RFID system with positioning functionalities Designing a concept for - an indoor communication protocol - a positioning algorithm on a central back-end system Implementing the proposed algorithm Proving the feasibility by simulations Analysing system characteristics

TRANSCRIPT

Page 1: Masters Thesis in Computer Systems Engineering Integration of Positioning Capabilities into an existing active RFID System Andreas Franz Wolfgang John

Master’s Thesis in Computer Systems Engineering

Integration of Positioning Capabilities into an existing active RFID System

Andreas FranzWolfgang JohnPhilipp Nagele

Supervisor: Per-Arne Wiberg

Halmstad, 4th June 2004

Page 2: Masters Thesis in Computer Systems Engineering Integration of Positioning Capabilities into an existing active RFID System Andreas Franz Wolfgang John

Integration of Positioning Capabilities into an existing RFID System

2/16

Overview

• General apsects• Project objectives• System concept• Positioning algorithm• Simulation results• Use case

Page 3: Masters Thesis in Computer Systems Engineering Integration of Positioning Capabilities into an existing active RFID System Andreas Franz Wolfgang John

Integration of Positioning Capabilities into an existing RFID System

3/16

Project Objective

• Enhancing the existing RFID system with positioning functionalities

• Designing a concept for - an indoor communication protocol- a positioning algorithm on a central back-end

system• Implementing the proposed algorithm• Proving the feasibility by simulations• Analysing system characteristics

Page 4: Masters Thesis in Computer Systems Engineering Integration of Positioning Capabilities into an existing active RFID System Andreas Franz Wolfgang John

Integration of Positioning Capabilities into an existing RFID System

4/16

System Components

• Tag - saves received angular data (AoA)

• Reader- collects data from tags - forwards data to the backend system

• Directional Unit (DU)- provides angular information (AoA)

• Backend system (PC)- computes positioning algorithm

Page 5: Masters Thesis in Computer Systems Engineering Integration of Positioning Capabilities into an existing active RFID System Andreas Franz Wolfgang John

Integration of Positioning Capabilities into an existing RFID System

5/16

Communication Protocol

DU 1

DU 2

DU 3

DU 4

f

t21

Tag Memory:

DU 1 | 85° | 1 |DU 2 | 225° | 2 |

Reader

Backend system

45280

85225

Page 6: Masters Thesis in Computer Systems Engineering Integration of Positioning Capabilities into an existing active RFID System Andreas Franz Wolfgang John

Integration of Positioning Capabilities into an existing RFID System

6/16

Communication Protocol

DU 1

DU 2

DU 3

DU 4

f

t4321

Tag Memory:

DU 1 | 85° | 1 |DU 2 | 225° | 2 |DU 3 | 46° | 3 |

Reader

Backend system

46281

86226

Page 7: Masters Thesis in Computer Systems Engineering Integration of Positioning Capabilities into an existing active RFID System Andreas Franz Wolfgang John

Integration of Positioning Capabilities into an existing RFID System

7/16

Communication Protocol

DU 1

DU 2

DU 3

DU 4

f

t4321 5 6

Tag Memory:

DU 1 | 85° | 1 |DU 2 | 225° | 2 |DU 3 | 46° | 3 |DU 2 | 227° | 6 |

Reader

Backend system

47

282

87227

Page 8: Masters Thesis in Computer Systems Engineering Integration of Positioning Capabilities into an existing active RFID System Andreas Franz Wolfgang John

Integration of Positioning Capabilities into an existing RFID System

8/16

Communication Protocol

DU 1

DU 2

DU 3

DU 4

f

t4321 5 6

Tag Memory:

DU 1 | 85° | 1 |DU 2 | 225° | 2 |DU 3 | 46° | 3 |DU 2 | 227° | 6 |DU 3 | 48° | 7 |DU 4 | 283° | 8 |

Reader

Backend system

48

283

88 228

7 8

Page 9: Masters Thesis in Computer Systems Engineering Integration of Positioning Capabilities into an existing active RFID System Andreas Franz Wolfgang John

Integration of Positioning Capabilities into an existing RFID System

9/16

Positioning Algorithm

Page 10: Masters Thesis in Computer Systems Engineering Integration of Positioning Capabilities into an existing active RFID System Andreas Franz Wolfgang John

Integration of Positioning Capabilities into an existing RFID System

10/16

Example

Page 11: Masters Thesis in Computer Systems Engineering Integration of Positioning Capabilities into an existing active RFID System Andreas Franz Wolfgang John

Integration of Positioning Capabilities into an existing RFID System

11/16

Simulation of the Protocol

• Communication protocol modelled in Matlab

• Modular design- Free DU placement- Variable multipath and propagation effects- Adjustable system parameters

• Optimisation of system parameters• Power consumption• Memory considerations

Page 12: Masters Thesis in Computer Systems Engineering Integration of Positioning Capabilities into an existing active RFID System Andreas Franz Wolfgang John

Integration of Positioning Capabilities into an existing RFID System

12/16

Use Case

req. Accuracy

Multipath Effects

DU/ 100m2

Assembling Area

Low -Proximity

Medium 0,375

Warehouse

Medium - Palette

High 0,9375

Loading Zone

High - Goods

Low 3

Page 13: Masters Thesis in Computer Systems Engineering Integration of Positioning Capabilities into an existing active RFID System Andreas Franz Wolfgang John

Integration of Positioning Capabilities into an existing RFID System

13/16

Use Case

req. Accuracy

Multipath Effects

DU/ 100m2

Assembling Area

Low -Proximity

Medium 0,375

Warehouse

Medium - Palette

High 0,9375

Loading Zone

High - Goods

Low 3

Page 14: Masters Thesis in Computer Systems Engineering Integration of Positioning Capabilities into an existing active RFID System Andreas Franz Wolfgang John

Integration of Positioning Capabilities into an existing RFID System

14/16

Use Case

req. Accuracy

Multipath

DU/ 100m2 Mean Error

Assembling Area

Low Medium 0,375 77.0 cm

Warehouse Medium High 0,9375 55.1 cmLoading Zone High Low 3 20.6 cm

Page 15: Masters Thesis in Computer Systems Engineering Integration of Positioning Capabilities into an existing active RFID System Andreas Franz Wolfgang John

Integration of Positioning Capabilities into an existing RFID System

15/16

Conclusion

• Positioning achieved with minor hardware adaptations

• Implementation of a positioning algorithm- Plausibility weighting

• High scalability due to flexible DU placement

• Promising accuracy results for a future experimental setup

Page 16: Masters Thesis in Computer Systems Engineering Integration of Positioning Capabilities into an existing active RFID System Andreas Franz Wolfgang John

Integration of Positioning Capabilities into an existing RFID System

16/16

Thank you for your attention!