Maneuvering target tracking with simplified cost reference particle filters

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 4, Issue , 2006, Pages

  Xu, Shanshan ^a   Bugallo, Monica F ^a   Djurić, Petar M ^a  

^a Stony Brook University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; COMPUTER SIMULATION; DIGITAL FILTERS; PROBABILISTIC LOGICS; PROBLEM SOLVING;

COST REFERENCE PARTICLE FILTERS (CRPF); HIGH SPEED MANEUVERING TARGET; PARTICLE FILTERS;

TARGET TRACKING;

EID: 33947612967     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. S. McGinnity and G. W. Irwin, "Multiple model bootstrap filter for maneuvering target tracking," IEEE Transactions on Aerospace and Electronic Systems, vol. 36, no. 3, pp. 1006-1012, 2000.
2. M. F. Bugallo, S. Xu, J. Míguez, and P. M. Djurić, "Maneuvering target tracking using cost reference particle filtering," in IEEE Proceedings of ICASSP, 2004, vol. 3.
3. A. Doucet, N. de Freitas, and N. J. Gordon, Eds., Sequential Monte Carlo Methods in Practice, Springer, 2001.
4. J. Mfguez, M. F. Bugallo, and P. M. Djurić, "A new class of particle filters for random dynamical systems with unknown statistics," EURASIP Journal of Applied Signal Processing, 2004.
5. F. Gustafsson, F. Gunnarsson, N. Bergman, et al., "Particle filters for positioning, navigation, and tracking," IEEE Transactions on Signal Processing, vol. 50, no. 2, pp. 425-437, 2002.
6. M. Bolić, P. M. Djurić, and S. Hong, "New resampling algorithms for particle filters," in IEEE Procddings of ICASSP, 2003.
7. A. Doucet, S. Godsill, and C. Anderieu, "On sequential Monte Carlo sampling methods for Bayesian filtering," Statistics and Computing, vol. 10, no. 3, pp. 197-208, 2000.
8. D. Crisan and A. Doucet, "A survey of convergence results on particle filtering methods for practitioners," IEEE Transactions on signal processing, vol. 50, no. 3, pp. 736-746, 2002.