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
Link To Document :
بازگشت