DocumentCode :
303760
Title :
Comparison of second- and fourth-order cumulant-based MUSIC method in the presence of sensor errors
Author :
Guisheng, Liao ; Zheng, Bao ; Bo, Wang
Author_Institution :
Inst. of Electron. Eng., Xidian Univ., Xi´´an, China
Volume :
5
fYear :
1996
fDate :
7-10 May 1996
Firstpage :
3014
Abstract :
We carry out a sensitivity analysis of fourth-order cumulant-based MUSIC method (FOC-MUSIC) via a generalized approach using a particular Taylor series expansion of a null spectrum function. We provide the variance of the estimate error for FOC-MUSIC with an emphasis on comparing robustness of FOC-MUSIC with that of the standard covariance matrix based MUSIC in the presence of sensor errors. We address the condition of effective aperture extension by higher-order cumulant-based processing, and give the new interpretation of effective aperture extension. A new fourth-order cumulants matrix is also given
Keywords :
array signal processing; direction-of-arrival estimation; error analysis; higher order statistics; matrix algebra; series (mathematics); spectral analysis; DOA estimation; FOC-MUSIC; Taylor series expansion; array signal processing; covariance matrix based MUSIC; effective aperture extension; estimate error variance; fourth-order cumulant-based MUSIC method; fourth-order cumulants matrix; higher order cumulant based processing; null spectrum function; second-order cumulant-based MUSIC method; Apertures; Array signal processing; Covariance matrix; Multiple signal classification; Phased arrays; Robustness; Sensitivity analysis; Sensor arrays; Sensor phenomena and characterization; Taylor series;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1996. ICASSP-96. Conference Proceedings., 1996 IEEE International Conference on
Conference_Location :
Atlanta, GA
ISSN :
1520-6149
Print_ISBN :
0-7803-3192-3
Type :
conf
DOI :
10.1109/ICASSP.1996.550189
Filename :
550189
Link To Document :
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