masters thesis in computer systems engineering integration of positioning capabilities into an...
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 characteristicsTRANSCRIPT
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
Integration of Positioning Capabilities into an existing RFID System
2/16
Overview
• General apsects• Project objectives• System concept• Positioning algorithm• Simulation results• Use case
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
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
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
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
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
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
Integration of Positioning Capabilities into an existing RFID System
9/16
Positioning Algorithm
Integration of Positioning Capabilities into an existing RFID System
10/16
Example
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
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
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
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
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
Integration of Positioning Capabilities into an existing RFID System
16/16
Thank you for your attention!