DocumentCode
2675608
Title
Robust DOA estimation for coherent signals based on modified MUSIC algorithm
Author
Sun, Yongmei ; Kan, Yuanyuan ; Zhao, Wei
Author_Institution
Sch. of Electr. & Inf. Eng., Dalian Jiaotong Univ., Dalian, China
fYear
2012
fDate
15-17 July 2012
Firstpage
31
Lastpage
35
Abstract
Multiple Signal Classification (MUSIC) method is an important method of Direction of Arrival (DOA). Under the impulse noise environment, the performance of the conventional MUSIC method for coherent signals will degenerate seriously. Based on the characteristics of impulse noises and the fractional lower order statistics, two modified MUSIC algorithms of DOA estimation based on nonlinear preprocessing and spatial smoothing technology are proposed. Simulation results show that the novel algorithms both have excellent performance in Gaussian and impulse noise environments.
Keywords
Gaussian noise; direction-of-arrival estimation; impulse noise; signal classification; smoothing methods; DOA estimation; Gaussian noise environments; coherent signals; direction of arrival; impulse noise environments; modified MUSIC algorithm; multiple signal classification; spatial smoothing technology; Covariance matrix; Direction of arrival estimation; Equations; Estimation; Multiple signal classification; Noise; Smoothing methods;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Information Processing (ICICIP), 2012 Third International Conference on
Conference_Location
Dalian
Print_ISBN
978-1-4577-2144-1
Type
conf
DOI
10.1109/ICICIP.2012.6391412
Filename
6391412
Link To Document