Multitarget detection/tracking based on hidden Markov models

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

Volumn 5, Issue , 2000, Pages 3196-3199

  Nicoli, Monica ^a   Rampa, Vittorio ^a   Spagnolini, Umberto ^a  

^a POLITECNICO DI MILANO   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

MARKOV PROCESSES; REMOTE SENSING; SIGNAL PROCESSING; TRELLIS CODES; VITERBI ALGORITHM; ALGORITHMS; BACKSCATTERING; ESTIMATION; PROBABILITY; SENSORS;

ARRAY OF SENSORS; BACK-SCATTERED; MULTI-TARGET DETECTION; MULTITARGET; REMOTE SENSING APPLICATIONS; STATE SEQUENCES; WAVE FIELD SEPARATION; WAVEFIELDS;

HIDDEN MARKOV MODELS; SIGNAL DETECTION;

BACKSCATTERED WAVEFIELDS; HIDDEN MARKOV MODELS; MULTITARGET DETECTION; MULTITARGET TRACKING; MULTITARGET VITERBI ALGORITHMS; STATE SEQUENCE ESTIMATION; TIME OF DELAY;

EID: 0033709026     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2000.861217     Document Type: Conference Paper

References (7)

1. Bethel R. E. and Paras G. J. "A PDF Multitarget Tracker". IEEE Transactions on Aerospace and Electronic Systems, Vol. AES-30, No. 2, pp. 386-403, April 1994
2. Liporace L. A. "Maximum Likelihood Estimation for Multivariate Observations of Markov Sources". IEEE Transactions on Information Technology, Vol. IT-28, N. 5, pp. 729-734, 1982
3. Nicoli M. Rivelazione e Inseguimento di orizzonti mul-tipli nella sismica a riflessione. Thesis as Dottore Telecommunication Engineering (in italian), Politecnico di Milano, 1998
4. Rabiner L. R. "A tutorial on Hidden Markov Models and Selected Applications in Speech Recognition". Proceedings of the IEEE, Vol. 77, N. 2, pp. 257-285, 1989
5. Spagnolini U. and Rampa V. "Multitarget detection/tracking for monostatic Ground Penetrating Radar application to pavement profiling". IEEE Transactions on Geoscience and Remote Sensing, Vol. GRS-37, No. 1, pp. 383-394, Jan. 1999
6. Streit R. L. and Barret R. F. "Frequency line Tracking using Hidden Markov Models". IEEE Transactions on Acoustic Speech and Signal Processing, vol. ASSP-38. N. 4, pp. 586-598, April 1990
7. Xie X. and Evans R. J. "Multiple target Tracking and Multiple Frequency Line Tracking Using Hidden Markov Models". IEEE Transactions on Signal Processing, Vol. SP-39, N. 12, pp. 2659-2676, 1991