DocumentCode
3348516
Title
Blind adaptive beamforming for cyclostationary signals with robustness against cycle frequency mismatch
Author
Tang, Haiyan ; Wong, Kon Max ; Gershman, Alex B. ; Vorobyov, Sergiy
Author_Institution
Dept. of Electr. & Comput. Eng., McMaster Univ., Hamilton, Ont., Canada
fYear
2002
fDate
4-6 Aug. 2002
Firstpage
18
Lastpage
22
Abstract
Blind adaptive beamforming algorithms using cyclostationarity of signals have found numerous important applications in signal processing because they do not depend on any reference signal. However, these methods are based on the assumption that the cycle frequency of the desired signal is precisely known, which may not be true in practice. We propose three efficient robust schemes based on the conventional cyclic adaptive beamforming (CAB) algorithm to combat the mismatch in the cycle frequency. The performance of the proposed techniques is compared with that of existing blind cyclic beamforming approaches by computer simulations, the results of which demonstrate a marked improvement in the robustness against inexact knowledge of the cycle frequency.
Keywords
array signal processing; correlation methods; interference (signal); matrix algebra; optimisation; random noise; blind adaptive beamforming; blind beamforming; blind cyclic beamforming; cycle frequency mismatch; cyclic adaptive beamforming; cyclic conjugate correlation functions; cyclic correlation functions; cyclostationary signals; diagonal matrices; interference; noise; optimization; signal processing; Application software; Array signal processing; Frequency estimation; Geology; Mobile communication; Radar signal processing; Robustness; Signal processing algorithms; Sonar; Spaceborne radar;
fLanguage
English
Publisher
ieee
Conference_Titel
Sensor Array and Multichannel Signal Processing Workshop Proceedings, 2002
Print_ISBN
0-7803-7551-3
Type
conf
DOI
10.1109/SAM.2002.1190991
Filename
1190991
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