Title :
On A Real-valued EVD Approach to Cyclic DOA Estimation
Author :
Liu, Zhigang ; Wang, Jinkuan ; Xue, Yanbo
Author_Institution :
Sch. of Inf. Sci. & Eng., Northeastern Univ., Shenyang
Abstract :
By exploiting the real-valued eigen decomposition (EVD) of the centro-Hermitian matrix, a novel cyclic MUSIC algorithm with signal selective property is presented by introducing a new forward backward smoothed covariance matrix. Compared with cyclic MUSIC algorithm, the proposed approach has a better performance in the presence of multipath propagation. In addition, this approach not only reduces the computational complexity, but also allows to select desired signals and to ignore interferences by exploiting the cyclostationarity property of signals of interest (SOIs). Simulation results that illustrate the performance of this approach in conjunction with cyclic MUSIC algorithm are described
Keywords :
Hermitian matrices; array signal processing; computational complexity; direction-of-arrival estimation; eigenvalues and eigenfunctions; multipath channels; DOA estimation; SOI; centro-Hermitian matrix; computational complexity; cyclic MUSIC algorithm; eigen decomposition; forward backward smooth covariance matrix; multipath propagation; real-valued EVD approach; signal of interest; Autocorrelation; Covariance matrix; Direction of arrival estimation; Frequency estimation; Interference; Multiple signal classification; Radar signal processing; Sensor arrays; Signal processing; Signal processing algorithms; Array signal processing; Cyclic MUSIC; cyclostationary signals; direction of arrrival;
Conference_Titel :
Information, Communications and Signal Processing, 2005 Fifth International Conference on
Conference_Location :
Bangkok
Print_ISBN :
0-7803-9283-3
DOI :
10.1109/ICICS.2005.1689263