메뉴 건너뛰기




Volumn , Issue , 2013, Pages 17-22

Roughening methods to prevent sample impoverishment in the particle PHD filter

Author keywords

Multi Target tracking; particle filter; PHD filter; resampling; sample impoverishment

Indexed keywords

MULTI-TARGET TRACKING; PARTICLE FILTER; PHD FILTERS; RESAMPLING; SAMPLE IMPOVERISHMENT;

EID: 84890829873     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (13)

References (15)
  • 1
    • 1642401353 scopus 로고    scopus 로고
    • Multi-target Bayes filtering via first-order multi-target moments
    • R. P. S Mahler, "Multi-target Bayes filtering via first-order multi-target moments," IEEE Transactions on Aerospace and Electronic Systems, vol. 39, no. 4, pp. 1152-1178, 2003.
    • (2003) IEEE Transactions on Aerospace and Electronic Systems , vol.39 , Issue.4 , pp. 1152-1178
    • Mahler, R.P.S.1
  • 2
    • 27544460134 scopus 로고    scopus 로고
    • Sequential Monte Carlo methods for multi-target filtering with random finite sets
    • B. N. Vo, S. Singh, and A. Doucet, "Sequential Monte Carlo methods for multi-target filtering with random finite sets," IEEE Transactions on Aerospace and Electronic Systems, vol. 41, no. 4, pp. 1224-1245, 2005.
    • (2005) IEEE Transactions on Aerospace and Electronic Systems , vol.41 , Issue.4 , pp. 1224-1245
    • Vo, B.N.1    Singh, S.2    Doucet, A.3
  • 7
    • 34548149479 scopus 로고    scopus 로고
    • Rao-blackwellised particle filtering in random ser multitarget tracking
    • M. Vihola, "Rao-blackwellised particle filtering in random ser multitarget tracking," IEEE Transactions on Aerospace and Eletronic Systems, vol. 43, no. 2, pp. 689-705, 2007.
    • (2007) IEEE Transactions on Aerospace and Eletronic Systems , vol.43 , Issue.2 , pp. 689-705
    • Vihola, M.1
  • 8
    • 0027580559 scopus 로고
    • Novel approach to nonlinear/non-gaussian bayesian state estimation
    • N. Gordon, D. Salmond, and A. Smith, "Novel approach to nonlinear/non-Gaussian Bayesian state estimation," IEE Proc. F Radar Signal Process., vol. 140, no. 2, pp. 107-113, 1993.
    • (1993) IEE Proc. F Radar Signal Process , vol.140 , Issue.2 , pp. 107-113
    • Gordon, N.1    Salmond, D.2    Smith, A.3
  • 9
    • 84890851940 scopus 로고    scopus 로고
    • A thorough study of the stability of phd filters
    • (SSPD), Imperial College London, UK, 25-27 September 2012
    • T. Li, T. P. Sattar and Z. Zhao, "A Thorough Study of the Stability of PHD Filters," Sensor Signal Processing for Defence 2012, (SSPD 2012), Imperial College London, UK, 25-27 September 2012.
    • (2012) Sensor Signal Processing for Defence 2012
    • Li, T.1    Sattar, T.P.2    Zhao, Z.3
  • 10
    • 84862787562 scopus 로고    scopus 로고
    • Deterministic resampling: Unbiased sampling to avoid sample impoverishment in particle filters
    • T. Li, T. P. Sattar, and S. Sun, "Deterministic Resampling: Unbiased Sampling to Avoid Sample Impoverishment in Particle Filters," Signal Processing, vol. 92, no. 7, pp. 1637-1645, 2012.
    • (2012) Signal Processing , vol.92 , Issue.7 , pp. 1637-1645
    • Li, T.1    Sattar, T.P.2    Sun, S.3
  • 12
    • 80755140173 scopus 로고    scopus 로고
    • PHD filter based track-before-detect for MIMO radars
    • B. K. Habtemariam, R. Tharmarasa, and T. Kirubarajan, "PHD filter based track-before-detect for MIMO radars," Signal Processing, vol. 92, no. 3, pp. 667-678, 2012.
    • (2012) Signal Processing , vol.92 , Issue.3 , pp. 667-678
    • Habtemariam, B.K.1    Tharmarasa, R.2    Kirubarajan, T.3
  • 13
    • 34547203769 scopus 로고    scopus 로고
    • Novel roughening method for reentry vehicle tracking using particle filter
    • W. Zang, Z. G. Shi, S. C. Du, and K. S. Chen, "Novel roughening method for reentry vehicle tracking using particle filter," Journal of Electromagnetic Waves and Applications, vol. 21, no. 14, pp. 1969- 1981, 2007.
    • (2007) Journal of Electromagnetic Waves and Applications , vol.21 , Issue.14 , pp. 1969-1981
    • Zang, W.1    Shi, Z.G.2    Du, S.C.3    Chen, K.S.4
  • 14
    • 48849086769 scopus 로고    scopus 로고
    • A consistent metric for performance evaluation in multi-object filtering
    • D. Schuhmacher, B.-T. Vo, and B.-N. Vo, "A consistent metric for performance evaluation in multi-object filtering," IEEE Transactions on Signal Processing, vol. 56, no.8, pp.3447- 3457, 2008.
    • (2008) IEEE Transactions on Signal Processing , vol.56 , Issue.8 , pp. 3447-3457
    • Schuhmacher, D.1    Vo, B.-T.2    Vo, B.-N.3
  • 15
    • 84890843433 scopus 로고    scopus 로고
    • Bayesian multi-estimate extraction for the SMC-PHD filter
    • submitted, Arpil
    • T. Li, S. Sun and T. P. Sattar, "Bayesian multi-estimate extraction for the SMC-PHD filter, " Signal Processing, submitted, Arpil 2013.
    • (2013) Signal Processing
    • Li, T.1    Sun, S.2    Sattar, T.P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.