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Volumn , Issue , 2012, Pages 4355-4360

An adaptive nonparametric particle filter for state estimation

Author keywords

[No Author keywords available]

Indexed keywords

BANDPASS FILTERS; EQUATIONS OF STATE; MONTE CARLO METHODS; PROBABILITY DISTRIBUTIONS; STATE ESTIMATION; STOCHASTIC SYSTEMS;

EID: 84864479771     PISSN: 10504729     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICRA.2012.6224840     Document Type: Conference Paper
Times cited : (7)

References (19)
  • 3
    • 85024429815 scopus 로고
    • A New Approach to Linear Filtering and Prediction Problems
    • Series D
    • R. E. Kalman, "A New Approach to Linear Filtering and Prediction Problems", Transactions of the ASME-Journal of basic Engineering, 82(Series D), 1960, pp 35-45.
    • (1960) Transactions of the ASME-Journal of Basic Engineering , vol.82 , pp. 35-45
    • Kalman, R.E.1
  • 7
    • 0001460136 scopus 로고    scopus 로고
    • On Sequential Monte Carlo Sampling Methods for Bayesian Filtering
    • Arnaud Doucet, Simon Godsill and Christophe Andrieu, "On Sequential Monte Carlo Sampling Methods for Bayesian Filtering", Statistics and Computing, vol. 10, 2000, pp 197-208.
    • (2000) Statistics and Computing , vol.10 , pp. 197-208
    • Doucet, A.1    Godsill, S.2    Andrieu, C.3
  • 8
    • 44649107771 scopus 로고    scopus 로고
    • An Overview of Existing Methods and Recent Advances in Sequential Monte Carlo
    • Olivier Cappe, Simon J. Godsill and Eric Moulines, "An Overview of Existing Methods and Recent Advances in Sequential Monte Carlo", PROCEEDINGS OF THE IEEE, vol. 95, 2007, pp 899-924.
    • (2007) Proceedings of the IEEE , vol.95 , pp. 899-924
    • Cappe, O.1    Godsill, S.J.2    Moulines, E.3
  • 12
    • 84880859377 scopus 로고    scopus 로고
    • Efficient Failure Detection on Mobile Robots Using Particle Filters with Gaussian Process Proposals
    • Christian Plagemann, Dieter Fox and Wolfram Burgard, "Efficient Failure Detection on Mobile Robots Using Particle Filters with Gaussian Process Proposals", PROCEEDINGS OF IJCAI, 2007, pp 2185-2190.
    • Proceedings of IJCAI, 2007 , pp. 2185-2190
    • Plagemann, C.1    Fox, D.2    Burgard, W.3
  • 13
    • 3042672538 scopus 로고    scopus 로고
    • KLD-Sampling: Adaptive Particle Filters
    • Dieter Fox, "KLD-Sampling: Adaptive Particle Filters", Neural Information Processing Systems, 2001, pp 713-720.
    • (2001) Neural Information Processing Systems , pp. 713-720
    • Fox, D.1
  • 14
    • 67650998865 scopus 로고    scopus 로고
    • GP-BayesFilters: Bayesian filtering using Gaussian Processes prediction and observation models
    • Jonathan Ko and Dieter Fox, "GP-BayesFilters: Bayesian filtering using Gaussian Processes prediction and observation models", Auton Robot, vol. 27, 2009, pp 75-90.
    • (2009) Auton Robot , vol.27 , pp. 75-90
    • Ko, J.1    Fox, D.2
  • 15
    • 79951555580 scopus 로고    scopus 로고
    • Learning GP-BayesFilters via Gaussian Processes latent variable models
    • Jonathan Ko and Dieter Fox, "Learning GP-BayesFilters via Gaussian Processes latent variable models", Auton Robot, vol. 30, 2011, pp 3-23.
    • (2011) Auton Robot , vol.30 , pp. 3-23
    • Ko, J.1    Fox, D.2
  • 19
    • 79956060333 scopus 로고    scopus 로고
    • An approximation inference with Gaussian process to latent functinsnfrom uncertain data
    • Patrick Dallaire, Camille Besse and Brahim Chaib-draa, "An approximation inference with Gaussian process to latent functinsnfrom uncertain data", Neurocomputating, vol. 74, 2011, pp 1945-1955.
    • (2011) Neurocomputating , vol.74 , pp. 1945-1955
    • Dallaire, P.1    Besse, C.2    Chaib-draa, B.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.