Multi target acoustic source tracking using track before detect

IEEE Workshop on Applications of Signal Processing to Audio and Acoustics

Volumn , Issue , 2007, Pages 102-105

  Fallon, Maurice ^a   Godsill, Simon ^a  

^a UNIVERSITY OF CAMBRIDGE   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ACOUSTIC NOISE MEASUREMENT; ACOUSTICS; SIGNAL PROCESSING; TARGET TRACKING;

ACOUSTIC SOURCES; CURRENT DATA; MICROPHONE ARRAYS; MULTI-TARGET; PARTICLE FILTERING; SOUND SOURCES; SOURCE LOCALISATION; SPEECH RECORDINGS; STATE VECTORS; TRACK-BEFORE-DETECT; TRACKING PERFORMANCES; TWO SOURCES;

AUDIO ACOUSTICS;

EID: 49349094074     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ASPAA.2007.4392977     Document Type: Conference Paper

References (9)

1. D. B. Ward, E. A. Lehmann, and R. C. Williamson, "Particle filtering algorithms for tracking an acoustic source in a reverberant environment," IEEE Trans. on Speech and Audio Processing, vol. 11, no. 6, pp. 826-836, Nov. 2003.
2. W.-K. Ma, B.-N. Vo, S. Singh, and A. Baddeley, "Tracking an unknown time-varying number of speakers using tdoa measurements: A random finite set approach," IEEE Transactions on Signal Processing, vol. 54, Sept. 2006.
3. Y. Bar-Shalom and W. D. Blair, Multitarget-Multisensor Tracking: Applications and Advances. Artech House, 2004, vol. 3.
4. J. Vermaak and A. Blake, "Nonlinear filtering for speaker tracking in noisy and reverberant environments," Proc. ICASSP 2001, vol. 5, pp. 3021-3024, 2001.
5. E. A. Lehmann and A. M. Johansson, "Particle filter with integrated voice activity detection for acoustic source tracking," EURASIP Journal on Advances in Signal Processing, vol. 2007, 2007, Article ID 50870, 11 pages.
6. A. Doucet, N. de Freitas, and N. Gordon, Eds., Sequential Monte Carlo methods in practice. Springer-Verlag, 2000.
7. E. A. Lehmann and R. C. Williamson, "Particle filter design using importance sampling for acoustic source localisation and tracking in reverberant environments," EURASIP Journal on Applied Signal Processing, 2006.
8. D. Salmond and H. Birch, "A particle filter for track-before-detect, " in American Control Conference, 2001. Proceedings of the, vol. 5, 2001.
9. C. Kreucher, M. Morelande, K. Kastella, and A. Hero, "Particle filtering for multitarget detection and tracking," in Aerospace, 2005 IEEE Conference, March 2005.