P-MTI: Physical-layer Missing Tag Identification via compressive sensing

Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

55 Citations (Scopus)

Abstract

RFID systems are emerging platforms that support a variety of pervasive applications. The problem of identifying missing tag in RFID systems has attracted wide attention due to its practical importance. This paper presents P-MTI: a Physical-layer Missing Tag Identification scheme which effectively makes use of the lower layer information and dramatically improves operational efficiency. Unlike conventional approaches, P-MTI looks into the aggregated responses instead of focusing on individual tag responses and extracts useful information from physical layer symbols. P-MTI leverages the sparsity of missing tag events and reconstructs tag responses through compressive sensing. We implement P-MTI and prototype the system based on the USRP software defined radio and Intel WISP platform which demonstrates the efficacy. We also evaluate the performance of P-MTI with extensive simulations and compare with previous approaches under various scenarios. The evaluation shows promising results of P-MTI in terms of identification accuracy, time efficiency, as well as robustness over noisy channels.
Original languageEnglish
Title of host publication2013 Proceedings IEEE INFOCOM 2013
Pages917-925
Number of pages9
DOIs
Publication statusPublished - 2 Sep 2013
Externally publishedYes
Event32nd IEEE Conference on Computer Communications, IEEE INFOCOM 2013 - Turin, Italy
Duration: 14 Apr 201319 Apr 2013

Conference

Conference32nd IEEE Conference on Computer Communications, IEEE INFOCOM 2013
CountryItaly
CityTurin
Period14/04/1319/04/13

ASJC Scopus subject areas

  • Computer Science(all)
  • Electrical and Electronic Engineering

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