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Volumn 55, Issue 2, 2007, Pages 424-436

Automatic estimation of multiple target positions and velocities using passive TDOA measurements of transients

Author keywords

Deterministic annealing; EM algorithm; Gaussian mixture model; Relative time delay estimation; Source localization; Underwater acoustic transients

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; ITERATIVE METHODS; MATHEMATICAL MODELS; OPTIMIZATION; PROBABILITY; SIGNAL TO NOISE RATIO;

EID: 33847610207     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2006.885745     Document Type: Article
Times cited : (45)

References (41)
  • 1
    • 0019583143 scopus 로고
    • "Time delay estimation for passive sonar signal processing"
    • Jun
    • G. C. Carter, "Time delay estimation for passive sonar signal processing," IEEE Trans. Acoust., Speech, Signal Process., vol. 29, no. 3, pp. 463-470, Jun. 1981.
    • (1981) IEEE Trans. Acoust., Speech, Signal Process. , vol.29 , Issue.3 , pp. 463-470
    • Carter, G.C.1
  • 2
    • 0016990291 scopus 로고
    • "The generalized correlation method for estimation of time delay"
    • Aug
    • C. H. Knapp and G. C. Carter, "The generalized correlation method for estimation of time delay," IEEE Trans. Acoust., Speech, Signal Process., vol. 24, no. 4, pp. 320-327, Aug. 1976.
    • (1976) IEEE Trans. Acoust., Speech, Signal Process. , vol.24 , Issue.4 , pp. 320-327
    • Knapp, C.H.1    Carter, G.C.2
  • 3
    • 0034970524 scopus 로고    scopus 로고
    • "In situ source level and source position estimates of biological transient signals produced by snapping shrimp in an underwater environment"
    • B. G. Ferguson and J. L. Cleary, "In situ source level and source position estimates of biological transient signals produced by snapping shrimp in an underwater environment," J. Acoust. Soc. Amer., vol. 109, no. 6, pp. 3031-3037, 2001.
    • (2001) J. Acoust. Soc. Amer. , vol.109 , Issue.6 , pp. 3031-3037
    • Ferguson, B.G.1    Cleary, J.L.2
  • 4
    • 0018505155 scopus 로고
    • "Optimum estimation of time delay by a generalized correlator"
    • Aug
    • J. C. Hassab and R. E. Boucher, "Optimum estimation of time delay by a generalized correlator," IEEE Trans. Acoust., Speech, Signal Process., vol. 27, no. 4, pp. 373-380, Aug. 1979.
    • (1979) IEEE Trans. Acoust., Speech, Signal Process. , vol.27 , Issue.4 , pp. 373-380
    • Hassab, J.C.1    Boucher, R.E.2
  • 5
    • 0029833279 scopus 로고    scopus 로고
    • "Identifying cross-correlation peaks due to multipaths with the application to optimal passive localization of transient signals and tomographic mapping of the environment"
    • J. L. Spiesberger, "Identifying cross-correlation peaks due to multipaths with the application to optimal passive localization of transient signals and tomographic mapping of the environment," J. Acoust. Soc. Amer., vol. 100, pp. 910-917, 1996.
    • (1996) J. Acoust. Soc. Amer. , vol.100 , pp. 910-917
    • Spiesberger, J.L.1
  • 6
    • 0031877998 scopus 로고    scopus 로고
    • "Linking auto- and cross-correlation functions with correlation equations: Application to estimating the relative travel times and amplitude in multipath"
    • J. L. Spiesberger, "Linking auto- and cross-correlation functions with correlation equations: Application to estimating the relative travel times and amplitude in multipath," J. Acoust. Soc. Amer., vol. 104, no. 1, pp. 300-312, 1998.
    • (1998) J. Acoust. Soc. Amer. , vol.104 , Issue.1 , pp. 300-312
    • Spiesberger, J.L.1
  • 7
    • 0033822659 scopus 로고    scopus 로고
    • "Finding the right cross-correlation peak for locating sounds in multipath environments with a fourth-moment function"
    • J. L. Spiesberger, "Finding the right cross-correlation peak for locating sounds in multipath environments with a fourth-moment function," J. Acoust. Soc. Amer., vol. 108, no. 3, pp. 1349-1352, 2000.
    • (2000) J. Acoust. Soc. Amer. , vol.108 , Issue.3 , pp. 1349-1352
    • Spiesberger, J.L.1
  • 8
    • 0024700225 scopus 로고
    • "Improved time-delay estimates of underwater acoustic signals using beamforming and prefiltering techniques"
    • Jul
    • B. G. Ferguson, "Improved time-delay estimates of underwater acoustic signals using beamforming and prefiltering techniques," IEEE J. Ocean. Eng., vol. 14, no. 3, pp. 238-244, Jul. 1989.
    • (1989) IEEE J. Ocean. Eng. , vol.14 , Issue.3 , pp. 238-244
    • Ferguson, B.G.1
  • 9
    • 0020245257 scopus 로고
    • "Time delay estimation via cross-correlation in the presence of large estimation errors"
    • Dec
    • J. P. Ianniello, "Time delay estimation via cross-correlation in the presence of large estimation errors," IEEE Trans. Acoust., Speech, Signal Process., vol. 30, no. 6, pp. 998-1003, Dec. 1982.
    • (1982) IEEE Trans. Acoust., Speech, Signal Process. , vol.30 , Issue.6 , pp. 998-1003
    • Ianniello, J.P.1
  • 10
    • 0027177604 scopus 로고
    • "Time-delay estimation for deterministic transients using second- and higher-order correlations"
    • L. A. Pflug, G. E. Ioup, J. W. Ioup, R. L. Field, and J. H. Leclere, "Time-delay estimation for deterministic transients using second- and higher-order correlations," J. Acoust. Soc. Amer., vol. 94, no. 3, pp. 1385-1399, 1993.
    • (1993) J. Acoust. Soc. Amer. , vol.94 , Issue.3 , pp. 1385-1399
    • Pflug, L.A.1    Ioup, G.E.2    Ioup, J.W.3    Field, R.L.4    Leclere, J.H.5
  • 11
    • 0033769968 scopus 로고    scopus 로고
    • "Variability in passive ranging of acoustic sources in air using a wavefront curvature technique"
    • B. G. Ferguson, "Variability in passive ranging of acoustic sources in air using a wavefront curvature technique," J. Acoust. Soc. Amer., vol. 108, no.4, pp. 1535-1543, 2000.
    • (2000) J. Acoust. Soc. Amer. , vol.108 , Issue.4 , pp. 1535-1543
    • Ferguson, B.G.1
  • 12
    • 0038044832 scopus 로고    scopus 로고
    • "Robust estimation techniques for target-motion analysis using passively sensed transient signals"
    • D. Carevic, "Robust estimation techniques for target-motion analysis using passively sensed transient signals," IEEE J. Ocean. Eng., vol. 28, pp. 250-261, 2003.
    • (2003) IEEE J. Ocean. Eng. , vol.28 , pp. 250-261
    • Carevic, D.1
  • 13
    • 1542286772 scopus 로고    scopus 로고
    • "Tracking target in cluttered environment using multilateral time-delay measurements"
    • D. Carevic, "Tracking target in cluttered environment using multilateral time-delay measurements," J. Acoust. Soc. Amer., vol. 115, no.3, pp. 1198-1206, 2004.
    • (2004) J. Acoust. Soc. Amer. , vol.115 , Issue.3 , pp. 1198-1206
    • Carevic, D.1
  • 15
    • 0025433612 scopus 로고
    • "Detection and estimation for multiple targets with two omnidirectional sensors in the presence of false measurements"
    • May
    • H. M. Shertukde and Y. Bar-Shalom, "Detection and estimation for multiple targets with two omnidirectional sensors in the presence of false measurements," IEEE Trans. Acoust., Speech, Signal Process., vol. 38, no. 5, pp. 749-763, May 1990.
    • (1990) IEEE Trans. Acoust., Speech, Signal Process. , vol.38 , Issue.5 , pp. 749-763
    • Shertukde, H.M.1    Bar-Shalom, Y.2
  • 16
    • 0025521753 scopus 로고
    • "Track formation with bearing and frequency measurements in clutter"
    • C. Jauffret and Y. Bar-Shalom, "Track formation with bearing and frequency measurements in clutter," IEEE Trans. Aerosp. Electron. Syst., vol. 26, no. 6, pp. 999-1010, 1990.
    • (1990) IEEE Trans. Aerosp. Electron. Syst. , vol.26 , Issue.6 , pp. 999-1010
    • Jauffret, C.1    Bar-Shalom, Y.2
  • 17
    • 0030264786 scopus 로고
    • "Low observable target motion analysis using amplitude information"
    • T. Kirubarajan and Y. Bar-Shalom, "Low observable target motion analysis using amplitude information," IEEE Trans. Aerosp. Electron. Syst., vol. 32, no. 4, pp. 1367-1384, 1995.
    • (1995) IEEE Trans. Aerosp. Electron. Syst. , vol.32 , Issue.4 , pp. 1367-1384
    • Kirubarajan, T.1    Bar-Shalom, Y.2
  • 18
    • 0031259326 scopus 로고    scopus 로고
    • "A formulation of multitarget tracking as an incomplete data problem"
    • Oct
    • H. Gauvrit, J. P. Le Cadre, and C. Jauffret, "A formulation of multitarget tracking as an incomplete data problem," IEEE Trans. Aerosp. Electron. Syst., vol. 33, no. 4, pp. 1242-1257, Oct. 1997.
    • (1997) IEEE Trans. Aerosp. Electron. Syst. , vol.33 , Issue.4 , pp. 1242-1257
    • Gauvrit, H.1    Le Cadre, J.P.2    Jauffret, C.3
  • 19
    • 0026846001 scopus 로고
    • "A maximum likelihood approach to data association"
    • Apr
    • D. Avitzour, "A maximum likelihood approach to data association," IEEE Trans. Aerosp. Electron. Syst., vol. 28, no. 2, pp. 560-566, Apr. 1992.
    • (1992) IEEE Trans. Aerosp. Electron. Syst. , vol.28 , Issue.2 , pp. 560-566
    • Avitzour, D.1
  • 20
    • 84991640025 scopus 로고
    • "Maximum likelihood method for probabilistic multi-hypothesis tracking"
    • R. L. Sreit and T. E. Luginbuhl, "Maximum likelihood method for probabilistic multi-hypothesis tracking," in Proc. SPIE, 1994, vol. 2235, pp. 394-405.
    • (1994) Proc. SPIE , vol.2235 , pp. 394-405
    • Streit, R.L.1    Luginbuhl, T.E.2
  • 21
    • 0003626756 scopus 로고
    • "Probabilistic multi-hypothesis tracking"
    • Naval Undersea Warfare Center, Newport, RI, Tech. Rep. 10428
    • R. L. Sreit and T. E. Luginbuhl, "Probabilistic multi-hypothesis tracking," Naval Undersea Warfare Center, Newport, RI, Tech. Rep. 10428, 1995.
    • (1995)
    • Streit, R.L.1    Luginbuhl, T.E.2
  • 22
    • 0002629270 scopus 로고
    • "Maximum likelihood from incomplete data via EM algorithm"
    • A. P. Dempster, N. M. Liard, and D. B. Rubin, "Maximum likelihood from incomplete data via EM algorithm," J. Roy. Stat. Soc. B, vol. 39, pp. 1-38, 1977.
    • (1977) J. Roy. Stat. Soc. B. , vol.39 , pp. 1-38
    • Dempster, A.P.1    Liard, N.M.2    Rubin, D.B.3
  • 23
    • 0030717868 scopus 로고    scopus 로고
    • "Evaluation of a probabilistic multihypothesis tracking algorithm in cluttered environment"
    • in Los Alamitos, CA, Nov. 3-6
    • R. G. Hutchins and D. T. Dunham, "Evaluation of a probabilistic multihypothesis tracking algorithm in cluttered environment," in Proc. 30th Asilomar Conf. Signals, Systems, Computers, Los Alamitos, CA, Nov. 3-6, 1996, vol. 2, pp. 1260-1264.
    • (1996) Proc. 30th Asilomar Conf. Signals, Systems, Computers , vol.2 , pp. 1260-1264
    • Hutchins, R.G.1    Dunham, D.T.2
  • 24
    • 0019727330 scopus 로고
    • "Estimation of location and motion parameters of a moving source observed from a linear array"
    • J. C. Hassab, B. W. Guimond, and S. C. Nardone, "Estimation of location and motion parameters of a moving source observed from a linear array," J. Acoust. Soc. Amer., vol. 70, no. 4, pp. 1054-1061, 1981.
    • (1981) J. Acoust. Soc. Amer. , vol.70 , Issue.4 , pp. 1054-1061
    • Hassab, J.C.1    Guimond, B.W.2    Nardone, S.C.3
  • 25
    • 0029184624 scopus 로고
    • "Underwater tracking of maneuvering target using time delay measurements"
    • S. K. Katsikas, A. K. Leros, and D. G. Lainiotis, "Underwater tracking of maneuvering target using time delay measurements," Signal Process., vol. 41, no. 1, pp. 17-29, 1995.
    • (1995) Signal Process. , vol.41 , Issue.1 , pp. 17-29
    • Katsikas, S.K.1    Leros, A.K.2    Lainiotis, D.G.3
  • 26
    • 0036680423 scopus 로고    scopus 로고
    • "Passive tracking in underwater acoustics"
    • B. Xerri, J.-F. Cavassilas, and B. Borloz, "Passive tracking in underwater acoustics," Signal Process., vol. 82, no. 8, pp. 1067-1085, 2002.
    • (2002) Signal Process. , vol.82 , Issue.8 , pp. 1067-1085
    • Xerri, B.1    Cavassilas, J.-F.2    Borloz, B.3
  • 29
    • 33750390953 scopus 로고    scopus 로고
    • "Tracking an unknown time-varying number of speakers using TDOA measurements: A random finite set approach"
    • Sep
    • W. K. Ma, B. Vo, S. Singh, and A. Baddley, "Tracking an unknown time-varying number of speakers using TDOA measurements: A random finite set approach," IEEE Trans. Signal Process., vol. 54, no. 9, pp. 3291-3304, Sep. 2006.
    • (2006) IEEE Trans. Signal Process. , vol.54 , Issue.9 , pp. 3291-3304
    • Ma, W.K.1    Vo, B.2    Singh, S.3    Baddley, A.4
  • 31
    • 0032029288 scopus 로고    scopus 로고
    • "Deterministic annealing EM algorithm"
    • N. Ueda and R. Nakano, "Deterministic annealing EM algorithm," Neural Netw., vol. 11, no. 2, 1998.
    • (1998) Neural Netw. , vol.11 , Issue.2
    • Ueda, N.1    Nakano, R.2
  • 32
    • 0028712093 scopus 로고
    • "Mixture density estimation via EM algorithm with deterministic annealing"
    • in Ermioni, Greece, Sep. 6-8
    • N. Ueda and R. Nakano, "Mixture density estimation via EM algorithm with deterministic annealing," in Proc. IEEE Workshop Neural Networks Signal Processing, Ermioni, Greece, Sep. 6-8, 1994, pp. 69-77.
    • (1994) Proc. IEEE Workshop Neural Networks Signal Processing , pp. 69-77
    • Ueda, N.1    Nakano, R.2
  • 33
    • 0036079361 scopus 로고    scopus 로고
    • "Multi-thread search with deterministic annealing EM algorithm"
    • in Honolulu, HI, May 12-17
    • M. Takada and R. Nakano, "Multi-thread search with deterministic annealing EM algorithm," in Proc. Int. Joint Conf. Neural Networks (IJCNN), Honolulu, HL May 12-17, 2002, vol. 1, pp. 1034-1038.
    • (2002) Proc. Int. Joint Conf. Neural Networks (IJCNN) , vol.1 , pp. 1034-1038
    • Takada, M.1    Nakano, R.2
  • 34
    • 0141684757 scopus 로고    scopus 로고
    • "Threshold-based dynamic annealing for multi-thread DEAM and its extreme"
    • in Oregon, PA, Jul. 20-24
    • M. Takada and R. Nakano, "Threshold-based dynamic annealing for multi-thread DEAM and its extreme," in Proc. Int. Joint Conf. Neural Networks (IJCNN), Oregon, PA, Jul. 20-24, 2003, vol. 1, pp. 501-506.
    • (2003) Proc. Int. Joint Conf. Neural Networks (IJCNN) , vol.1 , pp. 501-506
    • Takada, M.1    Nakano, R.2
  • 36
    • 26444479778 scopus 로고
    • "Optimization by simulated annealing"
    • S. Kirkpatrick, J. C. D. Gelatt, and M. P. Vecchi, "Optimization by simulated annealing," Science, vol. 220, no. 4598, pp. 671-679, 1983.
    • (1983) Science , vol.220 , Issue.4598 , pp. 671-679
    • Kirkpatrick, S.1    Gelatt, J.C.D.2    Vecchi, M.P.3
  • 37
    • 4344614137 scopus 로고    scopus 로고
    • "An accurate algebraic solution for moving source location using TDOA and FDOA measurements"
    • Sep
    • K. C. Ho and W. Xu, "An accurate algebraic solution for moving source location using TDOA and FDOA measurements," IEEE Trans. Signal Process., vol. 52, no. 9, pp. 2453-2463, Sep. 2004.
    • (2004) IEEE Trans. Signal Process. , vol.52 , Issue.9 , pp. 2453-2463
    • Ho, K.C.1    Xu, W.2
  • 39
    • 0002241694 scopus 로고
    • "The SEM algorithm: A probabilistic teacher algorithm derived from the EM algorithm for mixture problem"
    • G. Celeux and J. Diebolt, "The SEM algorithm: A probabilistic teacher algorithm derived from the EM algorithm for mixture problem," Comput. Stat. Quart., vol. 2, pp. 73-82, 1985.
    • (1985) Comput. Stat. Quart. , vol.2 , pp. 73-82
    • Celeux, G.1    Diebolt, J.2
  • 40
    • 84950432017 scopus 로고
    • "A Monte Carlo implementation of the EM algorithm and poor man's data augmentation algorithm"
    • G. C. G. Wei and M. A. Tanner, "A Monte Carlo implementation of the EM algorithm and poor man's data augmentation algorithm," J. Am. Stat. Assoc., vol. 85, no. 411, pp. 699-704, 1990.
    • (1990) J. Am. Stat. Assoc. , vol.85 , Issue.411 , pp. 699-704
    • Wei, G.C.G.1    Tanner, M.A.2
  • 41
    • 0036475447 scopus 로고    scopus 로고
    • "A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking"
    • Feb
    • M. S. Arulampalam, S. Maskell, N. Gordon, and T. Clapp, "A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking," IEEE Trans. Signal Process., vol. 50, no. 2, pp. 174-188, Feb. 2002.
    • (2002) IEEE Trans. Signal Process. , vol.50 , Issue.2 , pp. 174-188
    • Arulampalam, M.S.1    Maskell, S.2    Gordon, N.3    Clapp, T.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.