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Poster: On the Low-Cost and Distance-Adaptive Device-free Localization

Published: 07 September 2015 Publication History

Abstract

This poster introduces JRD, a novel device-free localization system which can achieve high accuracy with low cost and little human effort, and is even robust to different scenarios. Unlike the previous Radio Signal Strength (RSS)-based systems which depend on the dense deployment to provide high accuracy, JRD extracts the fine-grained RSS distributions of a single link and presents a voting algorithm based on multi-link to identify the object location accurately while maintaining a low-cost deployment. Furthermore, JRD is flexible to different scenarios by using the transferring technique with less time-consuming and human effort. Experimental results show that JRD can improve the localization accuracy by up to 50% with less cost as compared with the existing RSS approaches.

References

[1]
G. Tan, H. Jiang, S. Zhang, Z. Yin, and A. Kermarrec. Connectivity-based and anchor-free localization in large-scale 2d/3d sensor networks. ACM TOSN, 10(1):6, 2013.
[2]
L. Liu, X. Zhang, and H. Ma. Localization-oriented coverage in wireless camera sensor networks. Wireless Communications, IEEE Transactions on, 10(2):484--494, 2011.
[3]
D. Zhang, J. Ma, Q. Chen, and L.M. Ni. An rf-based system for tracking transceiver-free objects. In Proceedings of IEEE PerCom'07, pages 135--144, 2007.
[4]
D. Zhang, Y.H. Liu, and L.M. Ni. Rass: A real-time, accurate and scalable system for tracking transceiver-free objects. In Proceedings of IEEE PerCom, pages 197--204, 2011.
[5]
Y. Wen, X. Tian, X. Wang, and S. Lu. Fundamental limits of rss fingerprinting based indoor localization. In Proceedings of the of IEEE INFOCOM, 2015.

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  1. Poster: On the Low-Cost and Distance-Adaptive Device-free Localization

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      cover image ACM Conferences
      MobiCom '15: Proceedings of the 21st Annual International Conference on Mobile Computing and Networking
      September 2015
      638 pages
      ISBN:9781450336192
      DOI:10.1145/2789168
      Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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      New York, NY, United States

      Publication History

      Published: 07 September 2015

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      Author Tags

      1. device-free localization
      2. low-cost
      3. transferring learning

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      MobiCom '15 Paper Acceptance Rate 38 of 207 submissions, 18%;
      Overall Acceptance Rate 440 of 2,972 submissions, 15%

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