Title :
Time Delay Estimation in Spatial Noisy and Reverberant Environments
Author :
Zhang, Yi ; Yin, Fuliang
Author_Institution :
Coll. of Electron. & Inf. Eng., Dalian Univ. of Technol., Dalian
Abstract :
This paper proposes an eigenvalue decomposition algorithm for robust time-delay estimation (TDE) based on triple microphone in situations where reverberation and spatial noise are present. This algorithm regards time delay estimation with spatial noise and reverberation as a blind channel identification issue of a double-input triple-output system, and use lag correlation matrix to reduce the spatial noise. Indeed, the room impulse responses between the sources and the microphone signals are included in the eigenvector corresponding to the minimum eigenvalue of the lag correlation matrix of the three microphone signals, and therefore time delay can be estimated from the eigenvector. Simulation results show that the proposed algorithm performs well when both spatial noise and reverberation exist.
Keywords :
channel estimation; correlation methods; delays; eigenvalues and eigenfunctions; matrix algebra; microphones; reverberation; speech processing; TDE; blind channel identification; double-input triple-output system; eigenvector estimation; lag correlation matrix; microphone signals; reverberant environment; spatial noisy environment; time delay estimation; Convolution; Delay effects; Delay estimation; Eigenvalues and eigenfunctions; Loudspeakers; Microphones; Noise reduction; Noise robustness; Reverberation; Working environment noise; Time delay estimation; adaptive eigenvalue decomposition; blind channel identification; reverberation; spatial noise;
Conference_Titel :
Intelligent Information Technology Application, 2008. IITA '08. Second International Symposium on
Conference_Location :
Shanghai
Print_ISBN :
978-0-7695-3497-8
DOI :
10.1109/IITA.2008.534