Simultaneous localization of multiple sound sources using blind adaptive MIMO filtering Export

@inproceedings{citeulike:3783006, abstract = {Blind adaptive filtering for time delay of arrival (TDOA) estimation is a very powerful method for acoustic source localization in reverberant environments with broadband signals like speech. Based on a recently presented generic framework for blind signal processing for convolutive mixtures, called TRINICON, we present a TDOA estimation method for simultaneous multidimensional localization of multiple sources. Moreover, an interesting link to the known single-input multiple-output (SIMO)-based adaptive eigenvalue decomposition (AED) method is shown. We evaluate the novel multiple-input multiple-output (MIMO)-based approach and compare it with the known SIMO-based method in a reverberant acoustic environment using reference data of the positions obtained from infrared sensors. The results show that the new approach is very robust against reverberation and background noise.}, author = {Buchner, H. and Aichner, R. and Stenglein, J. and Teutsch, H. and Kellennann, W.}, booktitle = {Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on}, citeulike-article-id = {3783006}, citeulike-linkout-0 = {http://dx.doi.org/10.1109/ICASSP.2005.1415655}, citeulike-linkout-1 = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1415655}, doi = {10.1109/ICASSP.2005.1415655}, journal = {Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on}, keywords = {adaptive-filtering, mimo, source-localization, tdoa}, pages = {iii/97--iii100 Vol. 3}, posted-at = {2008-12-12 18:21:54}, priority = {3}, title = {Simultaneous localization of multiple sound sources using blind adaptive MIMO filtering}, url = {http://dx.doi.org/10.1109/ICASSP.2005.1415655}, volume = {3}, year = {2005} }

TY - CONF ID - citeulike:3783006 L3 - citeulike-article-id:3783006 N2 - Blind adaptive filtering for time delay of arrival (TDOA) estimation is a very powerful method for acoustic source localization in reverberant environments with broadband signals like speech. Based on a recently presented generic framework for blind signal processing for convolutive mixtures, called TRINICON, we present a TDOA estimation method for simultaneous multidimensional localization of multiple sources. Moreover, an interesting link to the known single-input multiple-output (SIMO)-based adaptive eigenvalue decomposition (AED) method is shown. We evaluate the novel multiple-input multiple-output (MIMO)-based approach and compare it with the known SIMO-based method in a reverberant acoustic environment using reference data of the positions obtained from infrared sensors. The results show that the new approach is very robust against reverberation and background noise. JF - Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on EP - iii100 Vol. 3 TI - Simultaneous localization of multiple sound sources using blind adaptive MIMO filtering VL - 3 T2 - Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on SP - iii/97 KW - adaptive-filtering KW - mimo KW - source-localization KW - tdoa AU - Buchner, H AU - Aichner, R AU - Stenglein, J AU - Teutsch, H AU - Kellennann, W PY - 2005/// UR - http://dx.doi.org/10.1109/ICASSP.2005.1415655 ER -