Title :
WARD: A Weighted Array Data Scheme for Subspace Processing in Impulsive Noise
Author :
He, Jin ; Liu, Zhong
Author_Institution :
Dept. of Electron. Eng., Nanjing Univ. of Sci. & Technol.
Abstract :
This paper is concerned with robust array signal processing in impulsive noise environments. A simple weighting signal is defined to weight all sensor data in a snapshot-by-snapshot way, so that the resulting array data have the desired statistical characteristics used in the subspace-based direction-of-arrival (DOA) estimation techniques. Then any traditional subspace-based technique can be used for DOA estimation. In working example, the MUSIC algorithm is employed and a weighted array data-based MUSIC (WARD-MUSIC) algorithm is detailed. Simulations show the performance advantages of the WARD processing over other related methods in Gaussian mixture noise and symmetric alpha-stable noise
Keywords :
Gaussian noise; array signal processing; direction-of-arrival estimation; impulse noise; Gaussian mixture noise; WARD; impulsive noise; robust array signal processing; snapshot-by-snapshot weighting; subspace processing; subspace-based direction-of-arrival estimation techniques; symmetric alpha-stable noise; weighted array data scheme; weighted array data-based MUSIC algorithm; Array signal processing; Direction of arrival estimation; Gaussian distribution; Gaussian noise; Multiple signal classification; Noise robustness; Sensor arrays; Signal processing algorithms; Symmetric matrices; Working environment noise;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on
Conference_Location :
Toulouse
Print_ISBN :
1-4244-0469-X
DOI :
10.1109/ICASSP.2006.1661152