DocumentCode :
390076
Title :
Coherent signal-subspace focusing to frequency dependent modeling for DOA estimation of wide-band sources
Author :
Feng, Xian ; Huang, Jianguo ; Zhang, Qunfei
Author_Institution :
Coll. of Marine Eng., Northwestern Polytech. Univ., Xi´´an, China
Volume :
2
fYear :
2002
fDate :
28-31 Oct. 2002
Firstpage :
909
Abstract :
In this paper a new method of direction of arrival (DOA) estimation of wide-band sources by coherent signal-subspace focusing to frequency-dependent modeling (CSSFDM) is proposed. The coherent signal-subspace (CSS) was proposed by H. Wang and M. Kaveh in 1985. Its key point is the focusing which maps the signal subspaces of the narrow-band components of the wide band onto a single signal subspace. Y. Grenier set up a frequency-dependent model (FDM) by introducing the basis of frequency into array signals to directly process wide band signals in 1994. We present a new method that combines CSS and FDM, and construct its focusing matrix. Because of extending the order of the covariance matrix of array signals and presenting effectively noise subspace by FDM, the new method shows the better performance than CSS. By means of focusing, it reduces obviously computational complexity of the spatial spectrum of FDM. The effectiveness of the new method is confirmed by computer simulation.
Keywords :
covariance matrices; direction-of-arrival estimation; frequency division multiplexing; DOA estimation; array signals; coherent signal-subspace focusing; computational complexity; covariance matrix; focusing matrix; frequency dependent model; frequency dependent modeling; narrow-band components; spatial spectrum; wide-band sources; Cascading style sheets; Computational complexity; Computer simulation; Covariance matrix; Direction of arrival estimation; Frequency dependence; Frequency estimation; Narrowband; Signal processing; Wideband;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
TENCON '02. Proceedings. 2002 IEEE Region 10 Conference on Computers, Communications, Control and Power Engineering
Print_ISBN :
0-7803-7490-8
Type :
conf
DOI :
10.1109/TENCON.2002.1180268
Filename :
1180268
Link To Document :
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