Simulation Model of RFID System for RFID-Based Motion-Capture and Localization

被引：0
|
作者：
Yang, Qian [1 ]
Thylor, David G. [1 ]
Durgin, Gregory D. [1 ]
机构：
[1] Georgia Inst Technol, Sch Elect & Comp Engn, Atlanta, GA 30332 USA
来源：
2020 IEEE INTERNATIONAL CONFERENCE ON RFID (IEEE RFID 2020) | 2020年
关键词：
Simulation model for RFID system; RFID-based motion-capture and localization; link budgets for back-scatter radio; thermal channel noise; TRACKING;
D O I：
10.1109/rfid49298.2020.9244824
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
This paper develops a simulation model that can be used to develop and validate emerging RFID-based, sensor-fusion algorithms for fine-scale, 3D localization. Measurement-only validation of these algorithms requires exhaustive field campaigns with expensive, unwieldy, custom RF hardware and positioning systems. Our measurement-verified model not only greatly reduces the measurement burden required for testing new algorithms, but also opens the door for the application of artificial intelligence techniques that require substantial training data before implementation.
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页数：6
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