Title :
Frequency-domain GSC beamforming with enhanced robustness against mistracking
Author :
Hou, Zhaorong ; Jia, Ring ; Yeung, Minerva
Author_Institution :
Intel China Res. Center, Beijing, China
Abstract :
In a real environment, the interference rejection of the generalized sidelobe canceller (GSC) microphone array with adaptive blocking matrix (ABM) deteriorates by mistracking of target, which may be caused by either steering error or misdetection of the adaptation mode control. As a remedy, the tap coefficients of the ABM filters are constrained to leak the interference into the sidelobe canceling path. One inherent problem of the conventional ABM structure is the incoherent spread of filter coefficients for a different signal frequency, which leads to insufficient suppression of low frequency interference in the case of mistracking. To improve the interference rejection against mistracking, we propose an enhanced frequency-domain GSC with a new pulse-width constrained ABM in which the spread of filter coefficients is less sensitive to the signal spectrum. An experiment in a real environment shows that the loss of interference rejection caused by mistracking is reduced from 6.31 dB to 1.06 dB.
Keywords :
array signal processing; filtering theory; interference suppression; matrix algebra; microphones; speech processing; target tracking; adaptation mode control; adaptive blocking matrix filters; filter coefficients; frequency-domain GSC beamforming; generalized sidelobe canceller microphone array; interference rejection; signal spectrum; speaker; steering error; target mistracking; Adaptive arrays; Adaptive control; Array signal processing; Filters; Frequency; Interference cancellation; Interference constraints; Microphone arrays; Programmable control; Robustness;
Conference_Titel :
Applications of Signal Processing to Audio and Acoustics, 2003 IEEE Workshop on.
Print_ISBN :
0-7803-7850-4
DOI :
10.1109/ASPAA.2003.1285802