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Volumn 19, Issue 6, 2011, Pages 1540-1555

Multiple-hypothesis extended particle filter for acoustic source localization in reverberant environments

Author keywords

Acoustic source localization; optimal importance sampling; particle filter

Indexed keywords

ACOUSTIC SOURCE LOCALIZATION; ACOUSTIC SOURCES; EXPERIMENTAL STUDIES; EXTENDED KALMAN PARTICLE FILTERS; IMPORTANCE SAMPLING; LOCALIZATION PROBLEMS; PARTICLE FILTER; PARTICLE FILTERING; PRIOR KNOWLEDGE; REVERBERANT ENVIRONMENT; SIMULATED DATA; SINGLE SOURCE; SOURCE LOCATION; SUB-ARRAYS; TRACKING CAPABILITY;

EID: 79957728316     PISSN: 15587916     EISSN: None     Source Type: Journal    
DOI: 10.1109/TASL.2010.2093517     Document Type: Article
Times cited : (48)

References (51)
  • 2
    • 0037401544 scopus 로고    scopus 로고
    • Multiple beamforming with source localization based on CSP analysis
    • T. Nishiura, R. Nishioka, T. Yamada, S. Nakamura, and K. Shikano, "Multiple beamforming with source localization based on CSP analysis," Syst. Comput. Jpn., vol. 34, no. 5, pp. 69-80, 2003.
    • (2003) Syst. Comput. Jpn. , vol.34 , Issue.5 , pp. 69-80
    • Nishiura, T.1    Nishioka, R.2    Yamada, T.3    Nakamura, S.4    Shikano, K.5
  • 4
    • 0022683359 scopus 로고
    • Multiple emitter location and signal parameter estimation
    • Mar.
    • R. O. Schmidt, "Multiple emitter location and signal parameter estimation," IEEE Trans. Antennas Propagat., vol. AP-34, no. 3, pp. 276-280, Mar. 1986.
    • (1986) IEEE Trans. Antennas Propagat. , vol.AP-34 , Issue.3 , pp. 276-280
    • Schmidt, R.O.1
  • 5
    • 0024702515 scopus 로고
    • ESPRIT-Estimation of signal parameters via rotational invariance techniques
    • Jul.
    • R. Roy and T. Kailath, "ESPRIT-Estimation of signal parameters via rotational invariance techniques," IEEE Trans. Acoust., Speech, Signal Process., vol. 37, no. 7, pp. 984-995, Jul. 1989.
    • (1989) IEEE Trans. Acoust., Speech, Signal Process. , vol.37 , Issue.7 , pp. 984-995
    • Roy, R.1    Kailath, T.2
  • 6
    • 0015770754 scopus 로고
    • Space-time processing for optimal parameter estimation
    • J. Griffiths, P. Stocklin, and C. Van Schooneveld, Eds.
    • W. Bangs and P. Schultheis, "Space-time processing for optimal parameter estimation," in Signal Process., J. Griffiths, P. Stocklin, and C. Van Schooneveld, Eds., 1973, pp. 577-590.
    • (1973) Signal Process. , pp. 577-590
    • Bangs, W.1    Schultheis, P.2
  • 7
    • 0009692742 scopus 로고
    • Variance bounds for passively locating an acoustic source with a symmetric line array
    • Oct.
    • G. Carter, "Variance bounds for passively locating an acoustic source with a symmetric line array," J. Acoust. Soc. Amer., vol. 62, pp. 922-926, Oct. 1977.
    • (1977) J. Acoust. Soc. Amer. , vol.62 , pp. 922-926
    • Carter, G.1
  • 8
    • 0016990291 scopus 로고
    • The generalized correlation method for estimation of time delay
    • Aug.
    • C. Knapp and G. Carter, "The generalized correlation method for estimation of time delay," IEEE Trans. Acoust., Speech, Signal Process., vol. ASSP-24, no. 4, pp. 320-327, Aug. 1976.
    • (1976) IEEE Trans. Acoust., Speech, Signal Process. , vol.ASSP-24 , Issue.4 , pp. 320-327
    • Knapp, C.1    Carter, G.2
  • 9
    • 9944259790 scopus 로고    scopus 로고
    • Time difference of arrival estimation of speech source in a noisy and reverberant environment
    • T. G. Dvorkind and S. Gannot, "Time difference of arrival estimation of speech source in a noisy and reverberant environment," Signal Process., vol. 85, no. 1, pp. 177-204, 2005.
    • (2005) Signal Process. , vol.85 , Issue.1 , pp. 177-204
    • Dvorkind, T.G.1    Gannot, S.2
  • 10
    • 0033986263 scopus 로고    scopus 로고
    • Adaptive eigenvalue decomposition algorithm for passive acoustic source localization
    • DOI 10.1121/1.428310
    • J. Benesty, "Adaptive eigenvalue decomposition algorithm for passive acoustic source localization," J. Acoust. Soc. Amer., vol. 107, no. 1, pp. 384-391, 2000. (Pubitemid 30039163)
    • (2000) Journal of the Acoustical Society of America , vol.107 , Issue.1 , pp. 384-391
    • Benesty, J.1
  • 11
    • 0242334709 scopus 로고    scopus 로고
    • Robust adaptive time delay estimation for speaker localization in noisy and reverberant acoustic environment
    • S. Doclo and M. Moonen, "Robust adaptive time delay estimation for speaker localization in noisy and reverberant acoustic environment," EURASIP J. Appl. Signal Process., vol. 2003, no. 11, pp. 1110-1124, 2003.
    • (2003) EURASIP J. Appl. Signal Process. , vol.2003 , Issue.11 , pp. 1110-1124
    • Doclo, S.1    Moonen, M.2
  • 12
    • 0028484308 scopus 로고
    • A simple and efficient estimator for hyperbolic location
    • Aug.
    • Y. T. Chan and K. C. Ho, "A simple and efficient estimator for hyperbolic location," IEEE Trans. Signal Process., vol. 42, no. 8, pp. 1905-1915, Aug. 1994.
    • (1994) IEEE Trans. Signal Process. , vol.42 , Issue.8 , pp. 1905-1915
    • Chan, Y.T.1    Ho, K.C.2
  • 13
    • 0023400148 scopus 로고
    • Passive source localization employing intersecting spherical surfaces from time-of-arrival differences
    • H. C. Schau and A. Z. Robinson, "Passive source localization employing intersecting spherical surfaces from time-of-arrival differences," IEEE Trans. Acoust., Speech, Signal Process., vol. ASSP-35, no. 12, pp. 1223-1225, Dec. 1987. (Pubitemid 17651283)
    • (1987) IEEE Transactions on Acoustics, Speech, and Signal Processing , vol.ASSP-35 , Issue.8 , pp. 1223-1225
    • Schau, H.C.1    Robinson, A.Z.2
  • 14
    • 0023532499 scopus 로고
    • Closed-form least-squares source location estimation from range-difference measurements
    • Dec.
    • J. O. Smith and J. S. Abel, "Closed-form least-squares source location estimation from range-difference measurements," IEEE Trans. Acoust., Speech, Signal Process., vol. 35, no. 12, pp. 1661-1669, Dec. 1994.
    • (1994) IEEE Trans. Acoust., Speech, Signal Process. , vol.35 , Issue.12 , pp. 1661-1669
    • Smith, J.O.1    Abel, J.S.2
  • 15
    • 0030784571 scopus 로고    scopus 로고
    • A closed-form location estimator for use with room environment microphone arrays
    • PII S1063667697017355
    • M. S. Brandstein, J. E. Adcock, and H. F. Silverman, "A closed form location estimator for use with room environment microphone arrays," IEEE Trans. Speech Audio Process., vol. 5, no. 1, pp. 45-50, Jan. 1997. (Pubitemid 127746034)
    • (1997) IEEE Transactions on Speech and Audio Processing , vol.5 , Issue.1 , pp. 45-50
    • Brandstein, M.S.1    Adcock, J.E.2    Silverman, H.F.3
  • 16
    • 0035510568 scopus 로고    scopus 로고
    • Real-time passive source localization: A practical linear-correction least-squares approach
    • DOI 10.1109/89.966097, PII S1063667601096687
    • Y. A. Huang, J. Benesty, G. W. Elko, and R. M. Mersereau, "Realtime passive source localization: A practical linear correction leastsquares approach," IEEE Trans. Speech Audio Process., vol. 9, no. 8, pp. 943-956, Aug. 2001. (Pubitemid 33137946)
    • (2001) IEEE Transactions on Speech and Audio Processing , vol.9 , Issue.8 , pp. 943-956
    • Huang, Y.1    Benesty, J.2    Elko, G.W.3    Mersereau, R.M.4
  • 18
    • 21244437999 scopus 로고    scopus 로고
    • Unscented filtering and nonlinear estimation
    • DOI 10.1109/JPROC.2003.823141, Sequential State Estimation: From Kalman Filters to Particles Filters
    • S. Julier and J. Uhlmann, "Unscented filtering and nonlinear estimation," Proc. IEEE, vol. 92, no. 3, pp. 401-422, Mar. 2004. (Pubitemid 40890750)
    • (2004) Proceedings of the IEEE , vol.92 , Issue.3 , pp. 401-422
    • Julier, S.J.1    Uhlmann, J.K.2
  • 19
    • 0000007140 scopus 로고
    • Recursive Bayesian estimation using Gaussian sums
    • H. Sorenson and D. Alspach, "Recursive Bayesian estimation using Gaussian sums," Automatica, vol. 7, no. 4, pp. 465-479, 1971.
    • (1971) Automatica , vol.7 , Issue.4 , pp. 465-479
    • Sorenson, H.1    Alspach, D.2
  • 21
    • 72349099147 scopus 로고    scopus 로고
    • A transformation-based derivation of the Kalman filter and an extensive unscented transform
    • Aug.
    • F. Faubel and D. Klakow, "A transformation-based derivation of the Kalman filter and an extensive unscented transform," in Proc. IEEE/SP 15th Workshop Statist. Signal Process., Aug. 2009, pp. 161-164.
    • (2009) Proc. IEEE/SP 15th Workshop Statist. Signal Process. , pp. 161-164
    • Faubel, F.1    Klakow, D.2
  • 22
    • 78049371011 scopus 로고    scopus 로고
    • The split and merge unscented Gaussian mixture filter
    • Sep.
    • F. Faubel, J. McDonough, and D. Klakow, "The split and merge unscented Gaussian mixture filter," IEEE Signal Process. Lett., vol. 16, no. 9, pp. 786-789, Sep. 2009.
    • (2009) IEEE Signal Process. Lett. , vol.16 , Issue.9 , pp. 786-789
    • Faubel, F.1    McDonough, J.2    Klakow, D.3
  • 23
    • 33746627686 scopus 로고    scopus 로고
    • Microphone array speaker localizers using spatial-temporal information
    • article ID 59625
    • S. Gannot and T. G. Dvorkind, "Microphone array speaker localizers using spatial-temporal information," EURASIP J. Appl. Signal Process., vol. 2006, 2006, article ID 59625.
    • (2006) EURASIP J. Appl. Signal Process. , vol.2006
    • Gannot, S.1    Dvorkind, T.G.2
  • 24
    • 33645696863 scopus 로고    scopus 로고
    • Kalman filters for time delay of arrival-based source localization
    • Article 12378
    • U. Klee, T. Gehrig, and J. McDonough, "Kalman filters for time delay of arrival-based source localization," EURASIP J. Appl. Signal Process., vol. 2006, pp. 1-15, 2005, Article 12378.
    • (2005) EURASIP J. Appl. Signal Process. , vol.2006 , pp. 1-15
    • Klee, U.1    Gehrig, T.2    McDonough, J.3
  • 28
    • 0347337998 scopus 로고    scopus 로고
    • Particle filtering algorithms for tracking an acoustic source in a reverberant environment
    • Nov.
    • D. B. Ward, E. A. Lehmann, and R. C. Williamson, "Particle filtering algorithms for tracking an acoustic source in a reverberant environment," IEEE Trans. Speech Audio Process., vol. 11, no. 6, pp. 826-836, Nov. 2003.
    • (2003) IEEE Trans. Speech Audio Process. , vol.11 , Issue.6 , pp. 826-836
    • Ward, D.B.1    Lehmann, E.A.2    Williamson, R.C.3
  • 29
    • 33846817255 scopus 로고    scopus 로고
    • Particle filter design using importance sampling for acoustic source localisation and tracking in reverberant environments
    • E. A. Lehmann and R. C. Williamson, "Particle filter design using importance sampling for acoustic source localisation and tracking in reverberant environments," EURASIP J. Appl. Signal Process., pp. 168-168, 2006.
    • (2006) EURASIP J. Appl. Signal Process. , pp. 168-168
    • Lehmann, E.A.1    Williamson, R.C.2
  • 34
    • 72349093299 scopus 로고    scopus 로고
    • Time-frequency masking based multiple acoustic sources tracking applying Rao-Blackwellised Monte-Carlo data association
    • Sep.
    • X. Zhong and J. R. Hopgood, "Time-frequency masking based multiple acoustic sources tracking applying Rao-Blackwellised Monte-Carlo data association," in Proc. IEEE/SP 15th Workshop Statist. Signal Process. SSP'09, Sep. 2009, pp. 253-256.
    • (2009) Proc. IEEE/SP 15th Workshop Statist. Signal Process. SSP'09 , pp. 253-256
    • Zhong, X.1    Hopgood, J.R.2
  • 38
    • 0001460136 scopus 로고    scopus 로고
    • On sequential Monte Carlo sampling methods for Bayesian filtering
    • A. Doucet, S. Godsill, and C. Andrieu, "On sequential Monte Carlo sampling methods for Bayesian filtering," Statist.Comput., vol. 10, no. 3, pp. 197-208, 2000.
    • (2000) Statist.Comput. , vol.10 , Issue.3 , pp. 197-208
    • Doucet, A.1    Godsill, S.2    Andrieu, C.3
  • 39
    • 0027580559 scopus 로고
    • Novel approach to nonlinear/non-Gaussian Bayesian state estimation
    • N. J. Gordon, D. Salmond, and A. F. M. Smith, "Novel approach to nonlinear/non-Gaussian Bayesian state estimation," IEE Proc.-F, vol. 140, no. 2, pp. 107-113, 1993.
    • (1993) IEE Proc.-F , vol.140 , Issue.2 , pp. 107-113
    • Gordon, N.J.1    Salmond, D.2    Smith, A.F.M.3
  • 42
    • 0141855398 scopus 로고    scopus 로고
    • Experimental comparison of particle filtering algorithms for acoustic source localization in a reverberant room
    • May
    • D. B. Ward, E. A. Lehmann, and R. C. Williamson, "Experimental comparison of particle filtering algorithms for acoustic source localization in a reverberant room," in Proc. Int. Conf. Acoust., Speech, Signal Process. (ICASSP 03), May 2003, vol. 5, pp. 177-180.
    • (2003) Proc. Int. Conf. Acoust., Speech, Signal Process. (ICASSP 03) , vol.5 , pp. 177-180
    • Ward, D.B.1    Lehmann, E.A.2    Williamson, R.C.3
  • 43
    • 0016552254 scopus 로고
    • Tracking in a cluttered environment with probabilistic data association
    • Y. Bar-Shalom and E. Tse, "Tracking in a cluttered environment with probabilistic data association," Automatica, vol. 11, pp. 451-460, 1975.
    • (1975) Automatica , vol.11 , pp. 451-460
    • Bar-Shalom, Y.1    Tse, E.2
  • 44
    • 33846259839 scopus 로고    scopus 로고
    • Particle filter with integrated voice activity detection for acoustic source tracking
    • E. A. Lehmann and A. M. Johansson, "Particle filter with integrated voice activity detection for acoustic source tracking," EURASIP J. Adv. Signal Process., pp. 22-28, 2007.
    • (2007) EURASIP J. Adv. Signal Process. , pp. 22-28
    • Lehmann, E.A.1    Johansson, A.M.2
  • 45
    • 0035500783 scopus 로고    scopus 로고
    • Speech enhancement for non-stationary noise environments
    • DOI 10.1016/S0165-1684(01)00128-1, PII S0165168401001281
    • I. Cohen and B. Berdugo, "Speech enhancement for non-stationary noise environments," Signal Process., vol. 81, no. 11, pp. 2403-2418, Nov. 2001. (Pubitemid 32943465)
    • (2001) Signal Processing , vol.81 , Issue.11 , pp. 2403-2418
    • Cohen, I.1    Berdugo, B.2
  • 46
    • 0038363341 scopus 로고    scopus 로고
    • Diversity and multiplexing:A fundamental tradeoff in multiple-antenna channels
    • May
    • L. Zheng and D. N. C. Tse, "Diversity and multiplexing:A fundamental tradeoff in multiple-antenna channels," IEEE Trans. Inf. Theory, , vol. 49, no. 5, pp. 1073-1096, May 2003.
    • (2003) IEEE Trans. Inf. Theory , vol.49 , Issue.5 , pp. 1073-1096
    • Zheng, L.1    Tse, D.N.C.2
  • 47
    • 0020834101 scopus 로고
    • Optimum localization of multiple sources by passive arrays
    • Oct.
    • M. Wax and T. Kailath, "Optimum localization of multiple sources by passive arrays," IEEE Trans. Acoust., Speech, Signal Process., vol. ASSP-31, no. 5, pp. 1210-1217, Oct. 1983.
    • (1983) IEEE Trans. Acoust., Speech, Signal Process. , vol.ASSP-31 , Issue.5 , pp. 1210-1217
    • Wax, M.1    Kailath, T.2
  • 48
    • 0026258703 scopus 로고
    • Microphone array optimization by stochastic region contraction
    • Nov.
    • M. F. Berger and H. F. Silverman, "Microphone array optimization by stochastic region contraction," IEEE Trans. Signal Process., vol. 39, no. 11, pp. 2337-2386, Nov. 1991.
    • (1991) IEEE Trans. Signal Process. , vol.39 , Issue.11 , pp. 2337-2386
    • Berger, M.F.1    Silverman, H.F.2
  • 49
    • 79957675860 scopus 로고
    • Wall Street Journal-based continuous speech recognition (CSR) corpus phase II (WSJ1)
    • Apr.
    • "Wall Street Journal-based continuous speech recognition (CSR) corpus phase II (WSJ1)," Linguistic Data Consortium, Apr. 1994.
    • (1994) Linguistic Data Consortium
  • 50
    • 0018455820 scopus 로고
    • Image method for efficiently simulating small-room acoustics
    • Apr.
    • J. B. Allen and D. A. Berkley, "Image method for efficiently simulating small-room acoustics," J. Acoust. Soc. Amer., vol. 65, no. 4, pp. 943-950, Apr. 1979.
    • (1979) J. Acoust. Soc. Amer. , vol.65 , Issue.4 , pp. 943-950
    • Allen, J.B.1    Berkley, D.A.2


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