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
fDate :
31 Aug.-4 Sept. 2004
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;
Conference_Titel :
Signal Processing, 2004. Proceedings. ICSP '04. 2004 7th International Conference on
Print_ISBN :
0-7803-8406-7
DOI :
10.1109/ICOSP.2004.1452687