Title :
Separately estimating the frequency-wavenumber of coherent sources by signal eigenvector smoothing technique
Author :
Yin, Qin-Ye ; Zou, Li-He
Author_Institution :
Dept. of Inf. & Control Eng., Xi´´an Jiaotong Univ., China
Abstract :
The authors present a novel eigenstructure-based method for spatial-temporal estimating of coherent narrowband sources impinging on a uniform passive sensor array. Based on a decomposition of 2-D covariance matrix and by using a signal-eigenvector-smoothing technique, the directions of arrival and the center frequencies of multiple sources can be separately estimated in each dimension regardless of coherence. Thus, a great amount of computational work required in searching peaks from 2-D polynomial is saved, and the aperture can be used more effectively. Simulation results are given
Keywords :
filtering and prediction theory; spectral analysis; 2-D covariance matrix; coherent sources; frequency-wavenumber; passive sensor array; polynomial; signal eigenvector smoothing; spectral analysis; Additive noise; Apertures; Computational modeling; Covariance matrix; Direction of arrival estimation; Frequency estimation; Narrowband; Polynomials; Sensor arrays; Smoothing methods;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1988. ICASSP-88., 1988 International Conference on
Conference_Location :
New York, NY
DOI :
10.1109/ICASSP.1988.197261