DocumentCode
3414134
Title
Multi-source direction-of-arrival estimation in a reverberant environment using single acoustic vector sensor
Author
Kai Wu ; Reju, V.G. ; Khong, Andy W. H.
Author_Institution
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
fYear
2015
fDate
19-24 April 2015
Firstpage
444
Lastpage
448
Abstract
We address the problem of estimating direction-of-arrivals (DOAs) for multiple sound sources using a single acoustic vector sensor (AVS) in an enclosed room environment. It is well-known that multi-source DOA estimation in an enclosed environment is challenging due to room reverberation, environmental noise and overlapping of the source spectra. In this work, we propose a multi-source DOA estimation algorithm which exploits co-location of the sensor elements in AVS. We identify time-frequency (TF) zones of the received signals in which only one source is dominant with a high signal-to-reverberation ratio. DOA estimation is then achieved via the use of clustering of the Hermitian angle feature. Simulation results show that the proposed DOA estimation algorithm is robust to both reverberation and environmental noise.
Keywords
acoustic radiators; direction-of-arrival estimation; reverberation; AVS; Hermitian angle feature; acoustic sources; environmental noise; multiple sound sources; multisource DOA estimation; multisource DOA estimation algorithm; multisource direction-of-arrival estimation; received signals; reverberant environment; reverberation noise; room reverberation; signal-to-reverberation ratio; single acoustic vector sensor; source spectra; Estimation; Feature extraction; Filtering; Multiple signal classification; Reverberation; Hermitian angle; Multi-source DOA estimation; acoustic vector sensor; time-frequency sparsity;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
Conference_Location
South Brisbane, QLD
Type
conf
DOI
10.1109/ICASSP.2015.7178008
Filename
7178008
Link To Document