메뉴 건너뛰기




Volumn 20, Issue 1, 2011, Pages 119-139

Monte carlo filtering of piecewise deterministic processes

Author keywords

Optimal filtering; Particle filters; Sequential Monte Carlo

Indexed keywords


EID: 79952810841     PISSN: 10618600     EISSN: None     Source Type: Journal    
DOI: 10.1198/jcgs.2009.08052     Document Type: Article
Times cited : (22)

References (24)
  • 2
    • 44649107771 scopus 로고    scopus 로고
    • An overview of existing methods and recent advances in sequential monte carlo
    • 120
    • Cappé, O., Godsill, S., and Moulines, E. (2007), "An Overview of Existing Methods and Recent Advances in Sequential Monte Carlo," Proceedings of the IEEE, 96, 899-924. [120]
    • (2007) Proceedings of the IEEE , vol.96 , pp. 899-924
    • Cappé, O.1    Godsill, S.2    Moulines, E.3
  • 3
    • 33746113715 scopus 로고    scopus 로고
    • Estimation and filtering by reversible jump MCMC for a doubly stochastic Poisson model for ultra-high-frequency financial data
    • DOI 10.1191/1471082X06st112oa
    • Centanni, S., and Minozzo, M. (2006), "Estimation and Filtering by Reversible Jump MCMC for a Doubly Stochastic Poisson Model for Ultra-High-Frequency Financial Data," Statistical Modelling, 6, 97-118. [120, 132] (Pubitemid 44082815)
    • (2006) Statistical Modelling , vol.6 , Issue.2 , pp. 97-118
    • Centanni, S.1    Minozzo, M.2
  • 4
    • 21644457738 scopus 로고    scopus 로고
    • Central limit theorem for sequential Monte Carlo methods and its application to Bayesian inference
    • DOI 10.1214/009053604000000698
    • Chopin, N. (2004), "Central Limit Theorem for Sequential Monte Carlo Methods and Its Application to Bayesian Inference," The Annals of Statistics, 32, 2385-2411. [131,135] (Pubitemid 40936677)
    • (2004) Annals of Statistics , vol.32 , Issue.6 , pp. 2385-2411
    • Chopin, N.1
  • 5
    • 33847358600 scopus 로고    scopus 로고
    • Dynamic detection of change points in long time series
    • 123
    • Chopin, N. (2006), "Dynamic Detection of Change Points in Long Time Series," Annals of the Institute of Statistical Mathematics, 59, 349-366. [123]
    • (2006) Annals of the Institute of Statistical Mathematics , vol.59 , pp. 349-366
    • Chopin, N.1
  • 6
    • 18444377083 scopus 로고    scopus 로고
    • Kalman-Bucy filtering for linear systems driven by the Cox process with shot noise intensity and its application to the pricing of reinsurance contracts
    • DOI 10.1239/jap/1110381373
    • Dassios, A., and Jang, J. (2005), "Kalman-Bucy Filtering for Linear System Driven by the Cox ProcessWith Shot Noise Intensity and Its Application to the Pricing of Reinsurance Contracts," Journal of Applied Probability, 42, 93-107. [120,132] (Pubitemid 40653646)
    • (2005) Journal of Applied Probability , vol.42 , Issue.1 , pp. 93-107
    • Dassios, A.1    Jang, J.I.-W.2
  • 7
    • 0000816682 scopus 로고
    • Piecewise deterministic markov processes: A general class of non-diffusion stochastic models
    • 120
    • Davis, M. (1984), "Piecewise Deterministic Markov Processes: A General Class of Non-Diffusion Stochastic Models," Journal Royal Statistical Society, Ser. B, 46, 353-388. [120]
    • (1984) Journal Royal Statistical Society, Ser. B , vol.46 , pp. 353-388
    • Davis, M.1
  • 9
    • 77951131231 scopus 로고    scopus 로고
    • A tutorial on particle filtering and smoothing: Fifteen years later
    • eds. D. Crisan and B. Rozovsky, Oxford, U.K.: Oxford University Press, to appear
    • Doucet, A., and Johansen, A. M. (2010), "A Tutorial on Particle Filtering and Smoothing: Fifteen Years Later," in Oxford Handbook of Nonlinear Filtering, eds. D. Crisan and B. Rozovsky, Oxford, U.K.: Oxford University Press, to appear. [120]
    • (2010) Oxford Handbook of Nonlinear Filtering , pp. 120
    • Doucet, A.1    Johansen, A.M.2
  • 10
    • 0035266886 scopus 로고    scopus 로고
    • Particle filters for state estimation of jump Markov linear systems
    • DOI 10.1109/78.905890, PII S1053587X01014192
    • Doucet, A., Gordon, N., and Krishnamurthy, V. (2001), "Particle Filters for State Estimation of Jump Markov Linear Systems," IEEE Transactions on Signal Processing, 49, 613-624. [135] (Pubitemid 32583163)
    • (2001) IEEE Transactions on Signal Processing , vol.49 , Issue.3 , pp. 613-624
    • Doucet, A.1    Gordon, N.J.2    Krishnamurthy, V.3
  • 11
    • 33947673487 scopus 로고    scopus 로고
    • Optimal filtering for partially observed point processes using trans-dimensional sequential monte carlo
    • Speech and Signal Processsing (ICASSP), Toulouse, France. Available at, 124
    • Doucet, A., Montesano, L., and Jasra, A. (2006), "Optimal Filtering for Partially Observed Point Processes Using Trans-Dimensional SequentialMonte Carlo," in Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processsing (ICASSP), Toulouse, France. Available at http://ieeexplore.ieee.org/. [124]
    • (2006) Proceedings of IEEE International Conference on Acoustics
    • Doucet, A.1    Montesano, L.2    Jasra, A.3
  • 13
    • 79952811021 scopus 로고    scopus 로고
    • Particle filters for continuous-time jump models in tracking applications
    • 123
    • Godsill, S. (2007), "Particle Filters for Continuous-Time Jump Models in Tracking Applications," ESAIM: Proceedings, 19, 39-52. [123]
    • (2007) ESAIM: Proceedings , vol.19 , pp. 39-52
    • Godsill, S.1
  • 15
    • 47849103330 scopus 로고    scopus 로고
    • Models and algorithms for tracking of manoeuvring objects using variable rate particle filters
    • 120,123,126
    • Godsill, S., Vermaak, J., Ng, K.-F., and Li, J.-F. (2007), "Models and Algorithms for Tracking of Manoeuvring Objects Using Variable Rate Particle Filters," Proceedings of IEEE, 95, 925-952. [120,123,126]
    • (2007) Proceedings of IEEE , vol.95 , pp. 925-952
    • Godsill, S.1    Vermaak, J.2    Ng, K.-F.3    Li, J.-F.4
  • 16
    • 49349096300 scopus 로고    scopus 로고
    • Point process theory and applications: Marked point and piecewise deterministic processes
    • Jacobsen, M. (2006), Point Process Theory and Applications: Marked Point and Piecewise Deterministic Processes. Probability and Its Applications, Boston: Birkhäuser. [120]
    • (2006) Probability and Its Applications, Boston: Birkhäuser , pp. 120
    • Jacobsen, M.1
  • 20
    • 0024906746 scopus 로고
    • Piecewise deterministic process approach to target motion analysis
    • Lasdas, V., and Davis, M. (1989), "A Piecewise Deterministic Process Approach to Target Motion Analysis [Sonar]," in Proceedings of the 28th IEEE Conference on Decision and Control, Tampa, FL, Vol. 2, pp. 1395- 1396. Available at http://ieeexplore.ieee.org/. [120] (Pubitemid 20700980)
    • (1989) Proceedings of the IEEE Conference on Decision and Control , vol.2 , pp. 1395-1396
    • Lasdas, V.1    Davis, M.H.A.2
  • 21
    • 11844287685 scopus 로고    scopus 로고
    • Joint tracking of manoeuvring targets and classification of their manoeuvrability
    • DOI 10.1155/S1110865704404223, Particle Filtering in Signal Processing
    • Maskell, S. (2004), "Joint Tracking of Manoeuvring Targets and Classification of Their Manoeuvrability," EURASIP Journal on Applied Signal Processing, 15, 2339-2350. [123,126] (Pubitemid 40088506)
    • (2004) Eurasip Journal on Applied Signal Processing , vol.2004 , Issue.15 , pp. 2339-2350
    • Maskell, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.