DocumentCode
437029
Title
Blind DOA estimation using higher order cyclostationarity and linear prediction in multipath environment
Author
Haijun, Lu ; Shuxun, Wang ; Hong, Tiang
Author_Institution
Coll. of Commun. Eng., Jilin Univ., Changchun, China
Volume
1
fYear
2004
fDate
31 Aug.-4 Sept. 2004
Firstpage
483
Abstract
In this paper, we propose a new approach that combines cyclostaliomirity and linear prediction (LP) to extract the cyclic correlations of only signals with the same cycle frequency and out the cyclic correlations of stationary additive noise and all other interferences with different cycle frequencies in coherent environment. Unlike similar existing methods, the proposed algorithm requires only a uniform linear subarray and the rest of array may have arbitrary and unknown response. The maximum number of signals resolvable with our method may exceed the number of sensors. Simulations are conducted to prove the effectiveness of the proposed approach.
Keywords
AWGN; antenna arrays; antenna theory; array signal processing; direction-of-arrival estimation; higher order statistics; interference (signal); multipath channels; prediction theory; blind DOA estimation; cycle frequency; higher order cyclostationarity; multipath linear prediction; sensor; signal cyclic correlation; stationary additive noise; uniform linear subarray; Additive noise; Array signal processing; Data models; Direction of arrival estimation; Educational institutions; Higher order statistics; Linear antenna arrays; Sensor arrays; Signal resolution; Spatial resolution;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing, 2004. Proceedings. ICSP '04. 2004 7th International Conference on
Print_ISBN
0-7803-8406-7
Type
conf
DOI
10.1109/ICOSP.2004.1452687
Filename
1452687
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