Title :
A decorrelation algorithm based on virtual array extension
Author :
Hongliang Duan ; Dengshan Huang ; Liyang Zhou ; Haihua Chen ; Jinglin Shi
Author_Institution :
Dept. of Electron. & Inf., Northwestern Polytech. Univ., Xi´an, China
Abstract :
The decorrelation algorithms are used to filter coherent signals generated from multipath propagation in practical array signal processing systems. However, the existing decorrelation DOA algorithms eliminate the coherency by sacrificing effective array aperture. In this paper, a modified SS algorithm, Virtual-array SS (VSS), is proposed based on virtual array extension for decorrelation. VSS utilizes non-circular symmetry incident signal to extend the original array to generate virtual signal array. The direction finding performance of the virtual array is analyzed using MUSIC-like algorithms. Simulation results show that the proposed algorithm is effective on decorrelation.
Keywords :
array signal processing; correlation methods; direction-of-arrival estimation; signal classification; MUSIC; array signal processing systems; decorrelation algorithm; direction-of-arrival estimation; effective array; multipath propagation; noncircular symmetry incident signal; virtual array SS; virtual array extension; Arrays; Covariance matrix; Decorrelation; Direction of arrival estimation; Sensors; Signal processing algorithms; Smoothing methods; DOA; Decorrelation; VSS; Virtual-array extension;
Conference_Titel :
Communications and Networking in China (CHINACOM), 2012 7th International ICST Conference on
Conference_Location :
Kun Ming
Print_ISBN :
978-1-4673-2698-8
Electronic_ISBN :
978-1-4673-2697-1
DOI :
10.1109/ChinaCom.2012.6417505