DocumentCode :
1217552
Title :
A performance analysis of multipath direction finding with temporal smoothing
Author :
Gu, Zhenghui ; Gunawan, Erry
Author_Institution :
Inst. for Infocomm Res., Singapore, Singapore
Volume :
10
Issue :
7
fYear :
2003
fDate :
7/1/2003 12:00:00 AM
Firstpage :
200
Lastpage :
203
Abstract :
Subspace-based direction finding techniques, such as MUSIC, encounter great difficulty when the received signals on the antenna array are coherent. This problem can be solved by conventional spatial smoothing methods, which require at least 3M/2 antennas to resolve M coherent signals. A previously proposed preprocessing approach called temporal smoothing requires only M+1 antennas given M coherent signals. In this letter, a block-sampling temporal smoothing scheme is introduced, and we derive the MSE in the bearing estimation with temporal smoothing. Finally, the performance of the temporal smoothing is compared with the spatial smoothing.
Keywords :
array signal processing; direction-of-arrival estimation; mean square error methods; multipath channels; signal sampling; smoothing methods; DOA estimation; MSE; MUSIC; antenna array; bearing estimation; block-sampling temporal smoothing; coherent signals; multipath direction finding; performance analysis; preprocessing approach; received signals; spatial smoothing; spatial smoothing methods; subspace-based direction finding; temporal smoothing; Antenna arrays; Covariance matrix; Direction of arrival estimation; Directive antennas; Multiple signal classification; Performance analysis; Receiving antennas; Signal resolution; Smoothing methods; Spatial resolution;
fLanguage :
English
Journal_Title :
Signal Processing Letters, IEEE
Publisher :
ieee
ISSN :
1070-9908
Type :
jour
DOI :
10.1109/LSP.2003.811633
Filename :
1203783
Link To Document :
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