• DocumentCode
    2620036
  • Title

    Enhancing the accuracy of direction-of-arrival (DoA) estimates of passive UHF RFID tag signals using adaptive filtering

  • Author

    De Jesus, Neon S. ; Marciano, Joel Joseph S, Jr.

  • Author_Institution
    Electr. & Electron. Eng. Inst., Univ. of the Philippines Diliman, Quezon City, Philippines
  • fYear
    2010
  • fDate
    10-13 May 2010
  • Firstpage
    169
  • Lastpage
    172
  • Abstract
    This paper discusses a means of enhancing the accuracy of the direction of arrival (DoA) estimates of backscattered signals from passive ultra high frequency radio frequency identification (UHF RFID) tags. The DoA estimation is carried out by using the root-MUSIC algorithm on a two-element receive antenna array, which is realized through a RFID reader configuration involving a mono-static (Tx/Rx) antenna and an additional receive-only antenna. We show that accurate DoA estimation of RFID tag signals is hampered by inherent self-interference in such RFID systems, which is caused by the high power transmission of the reader leaking into the receiver through imperfect isolation. The proposed enhancement involves utilizing a Least Mean Square (LMS) adaptive filter to successfully suppress the carrier leakage prior to DoA estimation. Simulation results show substantial reduction in the standard deviation of error of the estimated DoA.
  • Keywords
    adaptive filters; antenna arrays; direction-of-arrival estimation; least mean squares methods; radiofrequency identification; receiving antennas; signal classification; transmitting antennas; DOA; RFID reader configuration; direction-of-arrival estimation; least mean square adaptive filter; monostatic Tx-Rx antenna; passive UHF RFID tag signals; passive ultra high frequency radio frequency identification tags; root-MUSIC algorithm; self-interference; two-element receive antenna array; Adaptive arrays; Computer languages; Filtering; Integrated circuits; Least squares approximation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Sciences Signal Processing and their Applications (ISSPA), 2010 10th International Conference on
  • Conference_Location
    Kuala Lumpur
  • Print_ISBN
    978-1-4244-7165-2
  • Type

    conf

  • DOI
    10.1109/ISSPA.2010.5605550
  • Filename
    5605550