DocumentCode :
3405033
Title :
A novel higher order cyclic cumulant based direction finding algorithm in multipath
Author :
Jiang, Hong ; Wang, Shu Xun ; Lu, Hai Jun
Author_Institution :
Coll. of Commun. Eng., Jilin Univ., Changchun, China
Volume :
1
fYear :
2004
fDate :
31 Aug.-4 Sept. 2004
Firstpage :
411
Abstract :
We develop a novel higher order cyclic cumulant based direction finding algorithm in multipath. Firstly, three fourth-order cyclic cumulant matrices of the received signals are constructed and the generalized steering vector is estimated, then forward-backward linear prediction (FBLP) method with subarrays is used to resolve the DOAs of each group of coherent signals of interest (SOIs), which can improve resolution of closely spaced coherent signals in small data length. The simulations show the advantages of the proposed method compared with the EVESPA algorithm. Unlike EVESPA algorithm, the total number of signals (SOIs and interferences) impinging on the array can be more than 2K(K-1)/3 with K-sensor uniform linear subarray and a maximum of 2K(K-1)/3 coherent SOIs can be resolved. The capability of noise-suppression and signal-selectivity in multipath environment of mobile communications is improved.
Keywords :
array signal processing; direction-of-arrival estimation; higher order statistics; interference suppression; mobile communication; radio direction-finding; ESPIRIT algorithm; K-sensor uniform linear subarray; coherent signals of interest; direction finding algorithm; forward-backward linear prediction method; fourth-order cyclic cumulant matrices; generalized steering vector; higher order cyclic cumulant; mobile communication; noise-suppression; signal-selectivity; Antennas and propagation; Direction of arrival estimation; Directive antennas; Higher order statistics; Interference; Quantum cascade lasers; Reflector antennas; Signal processing algorithms; Signal resolution; Vectors;
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.2004.1452669
Filename :
1452669
Link To Document :
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