메뉴 건너뛰기




Volumn 55, Issue 3, 2007, Pages 859-872

Additive change detection in nonlinear systems with unknown change parameters

Author keywords

Abnormality detection; Change detection; Particle filtering; Tracking; Unknown change parameters

Indexed keywords

COMPUTER SIMULATION; SIGNAL DETECTION; SIGNAL FILTERING AND PREDICTION; STATISTICS;

EID: 33947378800     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2006.887111     Document Type: Article
Times cited : (32)

References (43)
  • 2
    • 33847237282 scopus 로고    scopus 로고
    • "Nonlinear system fault detection and isolation based on bootstrap particle filters"
    • in Dec
    • Q. Zhang, F. Campillo, F. Cerou, and F. LeGland, "Nonlinear system fault detection and isolation based on bootstrap particle filters," in Proc. IEEE Conf. Decision Control (CDC), Dec. 2005, pp. 3821-3826.
    • (2005) Proc. IEEE Conf. Decision Control (CDC) , pp. 3821-3826
    • Zhang, Q.1    Campillo, F.2    Cerou, F.3    LeGland, F.4
  • 3
    • 7544223690 scopus 로고    scopus 로고
    • "Fault detection and isolation in nonlinear stochastic systems - A combined adaptive Monte Carlo filtering and likelihood ratio approach"
    • P. Li and V. Kadirkamanathan, "Fault detection and isolation in nonlinear stochastic systems - A combined adaptive Monte Carlo filtering and likelihood ratio approach," Int. J. Control vol. 77, pp. 1101-1114, 2004.
    • (2004) Int. J. Control , vol.77 , pp. 1101-1114
    • Li, P.1    Kadirkamanathan, V.2
  • 5
    • 27744441549 scopus 로고    scopus 로고
    • "'Shape Activity': A continuous state HMM for moving/deforming shapes with application to abnormal activity detection"
    • Oct
    • N. Vaswani, A. RoyChowdhury, and R. Chellappa, "'Shape Activity': A continuous state HMM for moving/deforming shapes with application to abnormal activity detection," IEEE Trans. Image Process., vol. 14, no. 10, pp. 1603-1616, Oct. 2005.
    • (2005) IEEE Trans. Image Process. , vol.14 , Issue.10 , pp. 1603-1616
    • Vaswani, N.1    RoyChowdhury, A.2    Chellappa, R.3
  • 6
    • 33847208890 scopus 로고    scopus 로고
    • "Nonstationary shape activities"
    • presented at the IEEE Conf. Decision Control (CDC), Seville, Spain, Dec
    • N. Vaswani and R. Chellappa, "Nonstationary shape activities," presented at the IEEE Conf. Decision Control (CDC), Seville, Spain, Dec. 2005.
    • (2005)
    • Vaswani, N.1    Chellappa, R.2
  • 8
    • 21244464134 scopus 로고    scopus 로고
    • "Stability and uniform approximation of nonlinear filters using the Hilbert metric, and application to particle filters"
    • Feb
    • F. LeGland and N. Oudjane, "Stability and uniform approximation of nonlinear filters using the Hilbert metric, and application to particle filters," Ann. Appl. Probab., vol. 14, no. 1, pp. 144-187, Feb. 2004.
    • (2004) Ann. Appl. Probab. , vol.14 , Issue.1 , pp. 144-187
    • LeGland, F.1    Oudjane, N.2
  • 11
    • 0036475447 scopus 로고    scopus 로고
    • "A tutorial on particle filters for on-line non-linear/non-Gaussian Bayesian tracking"
    • Feb
    • S. Arulampalam, S. Maskell, N. Gordon, and T. Clapp, "A tutorial on particle filters for on-line non-linear/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, S.1    Maskell, S.2    Gordon, N.3    Clapp, T.4
  • 13
    • 0024610919 scopus 로고
    • "A tutorial on hidden Markov models and selected applications in speech recognition"
    • Feb
    • L. R. Rabiner, "A tutorial on hidden Markov models and selected applications in speech recognition," Proc. IEEE, vol. 77, no. 2, pp. 257-285, Feb. 1989.
    • (1989) Proc. IEEE , vol.77 , Issue.2 , pp. 257-285
    • Rabiner, L.R.1
  • 15
    • 0242353116 scopus 로고    scopus 로고
    • "Rapid task-related plasticity of spectrotemporal receptive fields in primary auditory cortex"
    • "Rapid task-related plasticity of spectrotemporal receptive fields in primary auditory cortex," Nature Neurosci., vol. 6, no. 11, pp. 1216-1223, 2003.
    • (2003) Nature Neurosci. , vol.6 , Issue.11 , pp. 1216-1223
  • 19
    • 10944251332 scopus 로고    scopus 로고
    • "Particle methods for change detection, system identification, and control"
    • Mar
    • C. Andrieu, A. Doucet, S. S. Singh, and V. B. Tadic, "Particle methods for change detection, system identification, and control," Proc. IEEE, vol. 93, pp. 423-438, Mar. 2004.
    • (2004) Proc. IEEE , vol.93 , pp. 423-438
    • Andrieu, C.1    Doucet, A.2    Singh, S.S.3    Tadic, V.B.4
  • 20
    • 0035435254 scopus 로고    scopus 로고
    • "Particle filtering based likelihood ratio approach to fault diagnosis in nonlinear stochastic systems"
    • Aug
    • P. Li and V. Kadirkamanathan, "Particle filtering based likelihood ratio approach to fault diagnosis in nonlinear stochastic systems," IEEE Trans. Syst., Man, Cybern. C, vol. 31, pp. 337-343, Aug. 2001.
    • (2001) IEEE Trans. Syst., Man, Cybern. C , vol.31 , pp. 337-343
    • Li, P.1    Kadirkamanathan, V.2
  • 21
    • 0037088407 scopus 로고    scopus 로고
    • "Particle filtering based fault detection in nonlinear stochastic systems"
    • V. Kadirkamanathan, P. Li, M. H. Jaward, and S. G. Fabri, "Particle filtering based fault detection in nonlinear stochastic systems," Int. J. Syst. Sci., vol. 33, pp. 259-265, 2002.
    • (2002) Int. J. Syst. Sci. , vol.33 , pp. 259-265
    • Kadirkamanathan, V.1    Li, P.2    Jaward, M.H.3    Fabri, S.G.4
  • 22
    • 0141854970 scopus 로고    scopus 로고
    • "Online expectation-maximization type algorithms for parameter estimation in general state space models"
    • C. Andrieu and A. Doucet, "Online expectation-maximization type algorithms for parameter estimation in general state space models," in Proc. IEEE Int. Conf. Acoustics, Speech, Signal Processing (ICASSP), 2003, pp. VI-69-VI-72.
    • (2003) Proc. IEEE Int. Conf. Acoustics, Speech, Signal Processing (ICASSP) , pp. 69-72
    • Andrieu, C.1    Doucet, A.2
  • 23
    • 0141803858 scopus 로고    scopus 로고
    • "Parameter estimation in general statespace models using particle methods"
    • A. Doucet and V. B. Tadic, "Parameter estimation in general statespace models using particle methods," Ann. Inst. Stat. Math., vol. 55, pp. 409-422, 2003.
    • (2003) Ann. Inst. Stat. Math. , vol.55 , pp. 409-422
    • Doucet, A.1    Tadic, V.B.2
  • 24
    • 0036508204 scopus 로고    scopus 로고
    • "Particle methods for bayesian modeling and enhancement of speech signals"
    • Mar
    • J. Vermaak, C. Andrieu, A. Doucet, and S. J. Godsill, "Particle methods for bayesian modeling and enhancement of speech signals," IEEE Trans. Speech Audio Process., vol. 10, pp. 173-185, Mar. 2002.
    • (2002) IEEE Trans. Speech Audio Process. , vol.10 , pp. 173-185
    • Vermaak, J.1    Andrieu, C.2    Doucet, A.3    Godsill, S.J.4
  • 25
    • 0033343389 scopus 로고    scopus 로고
    • "Observer-based approach to fault detection and isolation for nonlinear systems"
    • Oct
    • H. Hammouri, M. Kinnaert, and E. ElYaagoubi, "Observer-based approach to fault detection and isolation for nonlinear systems," IEEE Trans. Autom. Control, vol. 44, no. 10, pp. 1879-1884, Oct. 1999.
    • (1999) IEEE Trans. Autom. Control , vol.44 , Issue.10 , pp. 1879-1884
    • Hammouri, H.1    Kinnaert, M.2    ElYaagoubi, E.3
  • 26
    • 0035365658 scopus 로고    scopus 로고
    • "A geometric approach to nonlinear fault detection and isolation"
    • Jun
    • C. De Persis and A. Isidori, "A geometric approach to nonlinear fault detection and isolation," IEEE Trans. Autom. Control, vol. 46, no. 6, pp. 853-865, Jun. 2001.
    • (2001) IEEE Trans. Autom. Control , vol.46 , Issue.6 , pp. 853-865
    • De Persis, C.1    Isidori, A.2
  • 27
    • 2442593602 scopus 로고    scopus 로고
    • "Nonlinear system fault diagnosis based on adaptive estimation"
    • A. Xu and Q. Zhang, "Nonlinear system fault diagnosis based on adaptive estimation," Automatica, pp. 1181-1193, 2004.
    • (2004) Automatica , pp. 1181-1193
    • Xu, A.1    Zhang, Q.2
  • 28
    • 0034439533 scopus 로고    scopus 로고
    • "Efficient particle filters for residual generation in partially observed sde's"
    • in Dec
    • F. Cerou and F. Le Gland, "Efficient particle filters for residual generation in partially observed sde's," in Proc. IEEE Conf. Decision Control (CDC), Dec. 2000.
    • (2000) Proc. IEEE Conf. Decision Control (CDC)
    • Cerou, F.1    Le Gland, F.2
  • 33
    • 0003594381 scopus 로고    scopus 로고
    • 2nd ed. Pacific Grove, CA: Duxbury Thomson Learning
    • G. Casella and R. Berger, Statistical Inference, 2nd ed. Pacific Grove, CA: Duxbury Thomson Learning, 2002.
    • (2002) Statistical Inference
    • Casella, G.1    Berger, R.2
  • 34
    • 8744222540 scopus 로고    scopus 로고
    • "Change detection in partially observed nonlinear dynamic systems with unknown change parameters"
    • N. Vaswani, "Change detection in partially observed nonlinear dynamic systems with unknown change parameters," in Proc. Amer. Control Conf. (ACC), 2004.
    • (2004) Proc. Amer. Control Conf. (ACC)
    • Vaswani, N.1
  • 35
    • 27744515423 scopus 로고    scopus 로고
    • "Change detection in stochastic shape dynamical models with applications in activity modeling and abnormality detection"
    • Ph.D. dissertation, Elect. Comput. Eng. Dept., Univ. Maryland, College Park, MD, Aug
    • N. Vaswani, "Change detection in stochastic shape dynamical models with applications in activity modeling and abnormality detection," Ph.D. dissertation, Elect. Comput. Eng. Dept., Univ. Maryland, College Park, MD, Aug. 2004.
    • (2004)
    • Vaswani, N.1
  • 38
    • 0036504051 scopus 로고    scopus 로고
    • "A survey of convergence results on particle filtering for practitioners"
    • Mar
    • D. Crisan and A. Doucet, "A survey of convergence results on particle filtering for practitioners," IEEE Trans. Signal Process., vol. 50, no. 3, pp. 736-746, Mar. 2002.
    • (2002) IEEE Trans. Signal Process. , vol.50 , Issue.3 , pp. 736-746
    • Crisan, D.1    Doucet, A.2
  • 39
    • 0036565814 scopus 로고    scopus 로고
    • "Mean shift: A robust approach toward feature space analysis"
    • D. Comaniciu and P. Meer, "Mean shift: A robust approach toward feature space analysis," IEEE Trans. Pattern Anal. Mach. Intell., vol. 24, no. 5, pp. 603-619, 2002.
    • (2002) IEEE Trans. Pattern Anal. Mach. Intell. , vol.24 , Issue.5 , pp. 603-619
    • Comaniciu, D.1    Meer, P.2
  • 40
    • 33646758227 scopus 로고    scopus 로고
    • "The modified CUSUM algorithm for slow and drastic change detection in general HMMs with unknown change parameters"
    • N. Vaswani, "The modified CUSUM algorithm for slow and drastic change detection in general HMMs with unknown change parameters," in Proc. IEEE Int. Conf. Acoustics, Speech, Signal Processing (ICASSP), 2005.
    • (2005) Proc. IEEE Int. Conf. Acoustics, Speech, Signal Processing (ICASSP)
    • Vaswani, N.1
  • 41
    • 4644252572 scopus 로고    scopus 로고
    • "Bound on errors in particle filtering with incorrect model assumptions and its implication for change detection"
    • N. Vaswani, "Bound on errors in particle filtering with incorrect model assumptions and its implication for change detection," in Proc. IEEE Int. Conf. Acoustics, Speech, Signal Processing (ICASSP), 2004.
    • (2004) Proc. IEEE Int. Conf. Acoustics, Speech, Signal Processing (ICASSP)
    • Vaswani, N.1
  • 43
    • 33947412226 scopus 로고    scopus 로고
    • "Particle filtering under system model error and implications for change detection"
    • in preparation
    • N. Vaswani, "Particle filtering under system model error and implications for change detection," in preparation.
    • Vaswani, N.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.