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