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
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