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Volumn 54, Issue 3, 2006, Pages 1144-1155

High-throughput scalable parallel resampling mechanism for effective redistribution of particles

Author keywords

Fixed point processing; Parallel resampling; Particle filters; Residual resampling; Scalable architecture

Indexed keywords

COMPUTER ARCHITECTURE; DIGITAL FILTERS; PARALLEL PROCESSING SYSTEMS; SIGNAL THEORY;

EID: 33244460784     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2005.863004     Document Type: Article
Times cited : (16)

References (15)
  • 2
    • 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 J. Signal Process., vol. 50, no. 2, pp. 174-180, Feb. 2002.
    • (2002) IEEE J. Signal Process. , vol.50 , Issue.2 , pp. 174-180
    • Arulampalam, M.S.1    Maskell, S.2    Gordon, N.3    Clapp, T.4
  • 6
    • 0031321240 scopus 로고    scopus 로고
    • "Dynamic conditional independence models and Markov chain Monte Carlo methods"
    • C. Berzuini, N. G. Best, W. R. Gilks, and C. Larizza, "Dynamic conditional independence models and Markov chain Monte Carlo methods," J. Amer. Statist. Assn., vol. 92, pp. 1403-1412, 1997.
    • (1997) J. Amer. Statist. Assn. , vol.92 , pp. 1403-1412
    • Berzuini, C.1    Best, N.G.2    Gilks, W.R.3    Larizza, C.4
  • 7
    • 84950943564 scopus 로고
    • "Sequential imputations and beyesian missing data problems"
    • A. Kong, J. S. Liu, and W. H. Wong, "Sequential imputations and beyesian missing data problems," J. Amer. Statist. Assn., vol. 89, no. 425, pp. 278-288, 1994.
    • (1994) J. Amer. Statist. Assn. , vol.89 , Issue.425 , pp. 278-288
    • Kong, A.1    Liu, J.S.2    Wong, W.H.3
  • 8
    • 84950943371 scopus 로고
    • "Blind convolution via sequential imputations"
    • J. S. Liu and R. Chen, "Blind convolution via sequential imputations," J. Amer. Statist. Assn., vol. 90, no. 430, pp. 567-576, 1995.
    • (1995) J. Amer. Statist. Assn. , vol.90 , Issue.430 , pp. 567-576
    • Liu, J.S.1    Chen, R.2
  • 9
    • 0001821084 scopus 로고    scopus 로고
    • "Particle filtersA theoretical perspective"
    • A. Doucet, J. F. G. de Freitas, and N. J. Gordon, Eds. New York Springer-Verlag
    • D. Crisan, "Particle filtersA theoretical perspective," in Sequential Monte Carlo Methods in Practice, A. Doucet, J. F. G. de Freitas, and N. J. Gordon, Eds. New York: Springer-Verlag, 2001.
    • (2001) Sequential Monte Carlo Methods in Practice
    • Crisan, D.1
  • 10
    • 0030304310 scopus 로고    scopus 로고
    • "Monte Carlo lter and smoother for non-Gaussian non-linear state space models"
    • G. Kitagawa, "Monte Carlo lter and smoother for non-Gaussian non-linear state space models," J. Comput. Graphic. Statist., 5 1-25, 1996.
    • (1996) J. Comput. Graphic. Statist. , vol.5 , pp. 1-25
    • Kitagawa, G.1
  • 11
    • 0002035566 scopus 로고
    • "Reducing bias and inefficiency in the selection algorithms"
    • E. Baker, "Reducing bias and inefficiency in the selection algorithms," in Proc. 2nd Int. Conf. Genetic Algorithms, 1987, pp. 14-2.
    • (1987) Proc. 2nd Int. Conf. Genetic Algorithms , pp. 14-22
    • Baker, E.1
  • 12
    • 0032359151 scopus 로고    scopus 로고
    • "Sequential Monte Carlo methods for dynamic systems"
    • J. S. Liu and R. Chen, "Sequential Monte Carlo methods for dynamic systems," J. Amer. Statist. Assn., vol. 93, pp. 1032-1044, 1998.
    • (1998) J. Amer. Statist. Assn. , vol.93 , pp. 1032-1044
    • Liu, J.S.1    Chen, R.2
  • 13
    • 2442615016 scopus 로고    scopus 로고
    • "An efficient fixed-point implementation of residual systematic resampling scheme for high-speed particle filters"
    • May
    • S. Hong, M. Bolić, and P. M. Djurić, "An efficient fixed-point implementation of residual systematic resampling scheme for high-speed particle filters," IEEE Signal Process. Lett., vol. 11, no. 5, pp. 482-485, May 2004.
    • (2004) IEEE Signal Process. Lett. , vol.11 , Issue.5 , pp. 482-485
    • Hong, S.1    Bolić, M.2    Djurić, P.M.3
  • 14
    • 11844302910 scopus 로고    scopus 로고
    • "Resampling algorithms for particle filters: A computational complexity perspective"
    • Nov
    • M. Bolić, P. M. Djurić, and S. Hong, "Resampling algorithms for particle filters: A computational complexity perspective," EURASIP J. Appl. Signal Process., vol. 15, pp. 2267-2277, Nov. 2004.
    • (2004) EURASIP J. Appl. Signal Process. , vol.15 , pp. 2267-2277
    • Bolić, M.1    Djurić, P.M.2    Hong, S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.