Tracking of multiple wideband targets using passive sensor arrays and particle filters

Proceedings of 2002 IEEE 10th Digital Signal Processing Workshop, DSP 2002 and 2nd Signal Processing Education Workshop, SPE 2002

Volumn , Issue , 2002, Pages 72-77

  Cevher, V ^a   McClellan, J H ^a  

^a GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMMUNICATION CHANNELS (INFORMATION THEORY); DIGITAL SIGNAL PROCESSING; DISTRIBUTED COMPUTER SYSTEMS; DISTRIBUTION FUNCTIONS; HEURISTIC METHODS; MONTE CARLO METHODS; PASSIVE FILTERS; PROBABILITY DISTRIBUTIONS; SENSOR ARRAYS; SIGNAL FILTERING AND PREDICTION; TARGET TRACKING;

ANGULAR RESOLUTION; CONVENTIONAL BEAMFORMING; HEURISTIC TECHNIQUES; IMPORTANCE FUNCTIONS; LOCAL LINEARIZATION; MULTIPLE MANEUVERING TARGETS; MULTIPLE-TARGET TRACKING PROBLEMS; PASSIVE SENSOR ARRAY;

SIGNAL PROCESSING;

EID: 84954229655     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/DSPWS.2002.1231079     Document Type: Conference Paper

References (16)

1. D.H. Johnson and D.E. Dudgeon, Array Signal Processing: Concepts and Techniques, Prentice Hall Signal Processing Series, 1993
2. P. Stoica and A. Nehorai, "MUSIC, maximum likelihood, and Cramer-Rao bound," IEEE Transactions on Acoustics, Speech, and Signal Processing, vol. 37, no. 5, May 1989, pp. 720-741
3. Y. Zhou, P.C. Yip, H. Leung, "Tracking the direction-of-arrival of multiple moving targets by passive arrays: Algorithm," IEEE Trans. on Signal Processing, vol. 47, no. 10, October 1999, pp. 2655-2666
4. H. Wang and M. Kaveh, "On the performance of signal-subspace processing-Part I:Narrow-band systems," IEEE Transactions on Acoustics, Speech, and Signal Processing, vol. ASSP-34, October 1986, pp. 1201-1209
5. A.B. Gershman and M.G. Amin, "Wideband direction-of-arrival estimation of multiple chirp signals using spatial time-frequency distributions," IEEE Signal Processing Letters, vol. 7, no. 6, June 2000, pp. 152-155
6. M. Orton and W. Fitzgerald, "A Bayesian approach to tracking multiple targets using sensor arrays and particle filters," IEEE Transactions on Acoustics, Speech, and Signal Processing, vol. 50, no. 2, February 2002, pp. 216-223
7. M.S. Arulampalam, S. Maskell, N. Gordon, and T. Clapp, "A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking," IEEE Transactions on Acoustics, Speech, and Signal Processing, vol. 50, no. 2, February 2002, pp. 174-188
8. N.R. Goodman, "Statistical analysis based on a certain multivariate complex Gaussian distribution (an introduction)," Annals of Mathematical Statistics, March 1963, pp. 152-177
9. J.M. Bernardo, "Reference posterior distributions for Bayesian inference," J.R. Statist. Soc. B, 41(2), 1979, pp. 113-147
10. J.O. Berger and J.M. Bernardo, "On the development of reference priors," Bayesian Statistics, 4, 1992, pp. 35-60
11. J.M. Bernardo and J.M. Ramon, "An introduction to Bayesian reference analysis: Inference on the ratio of multinomial parameters," Bayesian Statistics, 47, 1998, pp. 101-135
12. A.D. Lanterman, "Schwarz, Wallace, and Rissanen: Intertwining themes in theories of model selection" International Statistical Review, 69(2), 2001, pp. 185-212
13. J.J. Rissanen "Fisher information and stochastic complexity," IEEE Transactions on Information Theory, vol. 42, no. 1, January 1996, pp. 40-47
14. M.S. Arulampalam, S. Maskell, N. Gordon, and T. Clapp, "A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking," IEEE Transactions on Signal Processing, vol. 50, no. 2, February 2002, pp. 174-188
15. A.D. Ackerberg, "A new use of importance sampling to reduce computational burden in simulation estimation," under revision at Review of Economic Studies, Available http://www.econ.ucla.edu/ackerber/smoonber2.pdf
16. A. Doucet, "On sequential simulation-based methods for Bayesian filtering," Technical report CUED/F-INFENG/TR.310, Department of Engineering, University of Cambridge, 1998