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A (near) zero-cost and universal method to combat multIPaths for RFID sensing

  • University of California at Santa Cruz
  • Xi'an Jiaotong University
  • Zhejiang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

11 引用 (Scopus)

摘要

There have been increasing interests in exploring the sensing capabilities of RFID to enable numerous IoT applications, including object localization, trajectory tracking, and human behavior sensing. However, most existing methods rely on the signal measurement either in a low multIPath environment, which is unlikely to exist in many practical situations, or with special devices, which increase the operating cost. This paper investigates the possibility of measuring 'multIPath-free' signal information in multIPath-prevalent environments simply using a commodity RFID reader. The proposed solution, Clean Physical Information Extraction (CPIX), is universal, accurate, and compatible to standard protocols and devices. CPIX improves RFID sensing quality with near zero cost-it requires no extra device. We implement CPIX and evaluate its effectiveness on improving the performance on tag localization. The results show that CPIX reduces the localization error by 30% to 50% and achieves the MOST accurate localization by commodity readers compared to existing work.

源语言英语
主期刊名27th IEEE International Conference on Network Protocols, ICNP 2019
出版商IEEE Computer Society
ISBN(电子版)9781728127002
DOI
出版状态已出版 - 10月 2019
活动27th IEEE International Conference on Network Protocols, ICNP 2019 - Chicago, 美国
期限: 7 10月 201910 10月 2019

丛书

姓名Proceedings - International Conference on Network Protocols, ICNP
2019-October
ISSN(印刷版)1092-1648

会议

会议27th IEEE International Conference on Network Protocols, ICNP 2019
国家/地区美国
Chicago
时期7/10/1910/10/19

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