Title :
Two-channel DOA estimation usign frequency selective music algorithm with a phase compensation in reverberant room
Author :
Yang, Jae-Mo ; Choi, Min-Seok ; Kang, Hong-Goo
Author_Institution :
Dept. of Electr. & Electron. Eng., Yonsei Univ., Seoul
Abstract :
This paper proposes a robust two-channel frequency selective multiple signal classification (MUSIC) method to find a direction of arrival (DoA) information of speech signal. To overcome a phase distortion caused by reverberation and background noise in real acoustic room environments, we adopt a least square (LS)-based phase estimation method. In the phase compensation stage, distorted phases are replaced by estimated phases to enhance the accuracy of covariance matrix needed for the eigen-decomposition of the MUSIC method. Simulation results verify that the proposed algorithm shows much higher estimation accuracy than conventional one while its complexity can be reduced by the frequency selection method.
Keywords :
acoustic signal processing; covariance matrices; direction-of-arrival estimation; eigenvalues and eigenfunctions; least mean squares methods; phase estimation; reverberation chambers; signal classification; speech processing; covariance matrix; direction of arrival information; eigen-decomposition; frequency selection method; frequency selective MUSIC algorithm; least square based phase estimation method; multiple signal classification method; reverberant room; speech signal; two-channel DOA estimation; Background noise; Direction of arrival estimation; Frequency estimation; Least squares approximation; Multiple signal classification; Noise robustness; Phase distortion; Phase estimation; Reverberation; Speech; direction of arrival(DoA) estimation; multiple signal classification(MUSIC);
Conference_Titel :
Sensor Array and Multichannel Signal Processing Workshop, 2008. SAM 2008. 5th IEEE
Conference_Location :
Darmstadt
Print_ISBN :
978-1-4244-2240-1
Electronic_ISBN :
978-1-4244-2241-8
DOI :
10.1109/SAM.2008.4606891