Petar M. Djurić

Department of Electrical and Computer Engineering

Light Engineering Bldg. Room 245
Stony Brook University,
Stony Brook, NY 11794-2350

2007

Journal papers

• X. Zhang, K. De Kock, M. F. Bugallo, and P. M. Djurić, "System representation of stochastic models of first-order chemical reactions", submitted for publication to Elsevier Biosystems, 2007.

2006

Report

• X. Zhang, K. De Kock, M. F. Bugallo, and P. M. Djurić, "An application of system theory to stochastic models of first-order chemical reactions", internal report, 2006.

2003

Journal papers

• P. M. Djurić, J. H. Kotecha, J. Zhang, Y. Huang, T. Ghirmai, M. F. Bugallo, and J. Míguez, "Applications of particle filtering to selected problems in communications: A review and new developments", Signal Processing Magazine, 2003.

• J. Kotecha and P. M. Djurić, "Gaussian particle filtering", accepted for publication in the IEEE Transactions on Signal Processing, 2003.

• J. Kotecha and P. M. Djurić, "Gaussian sum particle filtering", accepted for publication in the IEEE Transactions on Signal Processing, 2003.

• Y. Huang and P. M. Djurić, "A hybrid importance function for particle filtering", accepted for publication in the Signal Processing Letters, 2003.

Conference papers

• T. Ghirmai, P. M. Djurić, M. F. Bugallo, J. Kotecha, "A sequential Monte Carlo algorithm for blind timing recovery and data detection", Proceedings of Workshop on Signal Processing Advances in Wireless Communications, Rome, Italy, 2003.

• J. Míguez, M. F. Bugallo, and P. M. Djurić, "Multisample Receivers for Time-Varying Channels using Particle Filtering", Proceedings of Workshop on Signal Processing Advances in Wireless Communications, Rome, Italy, 2003.

• M. Bolić, Petar M. Djurić, and Sangjin Hong, "Resampling Algorithms for Particle Filters Suitable for Parallel VLSI Implementation", Proceedings of the Conference on Information Sciences and Systems, The Johns Hopkins University, 2003.

• T. Ghirmail. M. F. Bugallo, P. M. Djurić, and J. Míguez, "Particle filtering based estimation of reference parameters in flat-fading environments", Proceedings of the Conference on Information Sciences and Systems, The Johns Hopkins University, 2003.

• A. Athalye, S. Hong, and P. M. Djurić, "Effects of VLSI noise generators on performance and complexity of real-time particle filters", Proceedings of the Conference on Information Sciences and Systems, The Johns Hopkins University, 2003.

• M. Bolić, P. M. Djurić, and S. Hong, "New resampling algorithms for particle filters", Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Hong Kong, 2003.

• T. Ghirmai, M. F. Bugallo, J. Míguez, and P. M. Djurić, "Joint symbol detection and timing estimation using particle filtering", Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Hong Kong, 2003.

• D. Bonacci, C. Mailhes, and P. M. Djurić, "Improving frequency resolution for correlation-based spectral estimation methods using subband decomposition", Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Hong Kong, 2003.

• Y. Huang, J. Zhang, and P.M. Djurić, "Detection with particle filtering in BLAST systems", Proceedings of the IEEE International Conference on Communications, Anchorage, Alaska, 2003.

Refereed abstracts

• P. M. Djurić, M. F. Bugallo, and J. Míguez, "Bayesian parameter estimation of processes that arise in chemical kinetics", Bayesian Inference for Stochastic Processes, La Manga, Spain, 2003.

2002

Journal papers

• J.-L. Pan, and P. M. Djurić, "Multibeam cellular communication systems with dynamic channel assignment", IEEE Transactions on Vehicular Technology, vol. 51 (5), pp. 1252-1258, 2002.

• P. M. Djurić, J. Kotecha, F. Esteve, and E. Perret, "Sequential parameter estimation of time-varying non-Gaussian autoregressive processes", EURASIP Journal on Applied Signal Processing, vol. 2002 (8), pp. 865-875, 2002.

• Y. Huang and P. M. Djurić, "Multiuser detection of synchronous code-division multiple-access signals by perfect sampling", IEEE Transactions on Signal Processing, vol. 50 (7), pp. 1724-1734, 2002.

• P. M. Djurić and J.-H. Chun, "Parameter estimation of time-varying hidden Markov models by MCMC sampling", IEEE Transactions on Signal Processing, vol. 50 (5), pp 1113-1124, 2002.

• J. Zhang and P. M. Djurić, "Joint estimation and decoding of space-time trellis codes", EURASIP Journal on Applied Signal Processing, vol. 2002 (3), pp. 305-315, 2002.

• Y. Huang and P. M. Djurić, "Variable selection by perfect sampling", EURASIP Journal on Applied Signal Processing, vol. 2002 (1), pp. 38-45, 2002.

• P. M. Djurić and S. J. Godsill, "Guest editorial: Special issue on Monte Carlo methods for statistical signal processing", IEEE Transactions on Signal Processing, vol. 50 (5), p. 173, 2002.

• P. M. Djurić, Y. Huang, and T. Ghirmai, "Perfect sampling: A review and its application to signal processing", IEEE Transactions on Signal Processing, vol. 50 (2), pp. 345-356, 2002.

Conference papers

• M. Bolić, S. Hong, and P. M. Djurić, "Finite precision effect on performance and complexity of particle filters for bearing-only tracking", Proceedings of the Asilomar Conference on Signals, Systems, and Computers, Asilomar, CA, 2002.

• M. Bolić, S. Hong, and P. M. Djurić, "Performance and complexity analysis of adaptive particle filtering for tracking applications", Proceedings of the Asilomar Conference on Signals, Systems, and Computers, Asilomar, CA, 2002.

• P. M. Djurić, J. Zhang, T. Ghirmai, Y. Huang and J. H. Kotecha, "Applications of particle filtering to communications; A review", Proceedings of EUSIPCO, vol. II, pp. 169-172, Toulouse, France, 2002.

• Y. Huang and P. M. Djurić, "A blind particle filtering detector for joint channel estimation, tracking and data detection over flat fading channels", Proceedings of EUSIPCO, vol. III, pp. 331-334, Toulouse, France, 2002.

• J. Zhang, Y. Huang, and P. M. Djurić, "Multiuser detection with particle filtering", Proceedings of EUSIPCO, vol. II, pp. 307-310, Toulouse, France, 2002.

• P. M. Djurić and J. Míguez, "Sequential Particle Filtering in the Presence of Additive Gaussian Noise with Unknown Parameters", Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Orlando, FL, 2002.

• Y. Huang and P. M. Djurić, "A new importance function for particle filtering and its application to blind detection in flat fading channels", Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Orlando, FL, 2002.

• J. Kotecha and P. M. Djurić, "Sequential detectors for nonlinear channels with applications to satellite communications", Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Orlando, FL, 2002.

• J. Míguez and P. M. Djurić, "Equalization by sequential importance sampling", Proceedings of the IEEE International Symposium on Circuits and Systems, Phoenix, AZ, 2002.

• J. Zhang and P. M. Djurić, "Joint channel estimation and decoding of space-time trellis codes", Proceedings of Conference on Information Sciences and Systems, Princeton, NJ, 2002.

• J. Zhang, Y. Huang, and P. M. Djurić, "Joint Channel Estimation and Multiuser Detection using Particle Filtering", Proceedings of Conference on Information Sciences and Systems, Princeton, NJ, 2002.

• T. Ghirmai, J. Kotecha, and P. M. Djurić, "Joint channel estimation and data detection over frequency selective fading channel using sequential Monte Carlo filtering", Proceedings of Conference on Information Sciences and Systems, Princeton, NJ, 2002.

• L. Li, D. Chen, S. Lakare, K. Kreeger, I. Bitter, A. E. Kaufman., M. R. Wax, P. M. Djuric, and Z. Lia, "An image segmentation approach to extract colon lumen through colonic material tagging and hidden Markov random field model for virtual colonoscopy", Proceedings of the International Society for for Magnetic Resonance in Medicine, 10th Scientific Meeting, Honolulu, Hawai'i, 2002.

Refereed abstracts

• P. M. Djurić and J. Míguez, "Sequential Particle Filtering in the Presence of Mixture Gaussian Noise", Seventh Valencia International Meeting on Bayesian Statistics, Tenerife, Spain, 2002.

• L. Li, D. Chen, S. Lakare, K. Kreeger, I. Bitter, A. Kaufman, M. Wax, P. Djurić, and Z. Lia, "An image segmentation approach to extract colon lumen through colonic material tagging and hidden Markov random field model for virtual colonoscopy", Conference on Physiology and Function from Multidimensional Images, 2002.

2001

Journal papers

• S. Lésage, J.-Y. Tourneret, and P. M. Djurić, "Classification of digital modulations by MCMC methods", Monte Carlo Methods and Applications, vol. 7 , pp. 273-282, International Science Publishers, The Netherlands, 2001.

Conference papers

• P. Djurić, "Applications of Monte Carlo particle filters in signal processing", Proceedings of the International Statistical Institute, Seoul, South Korea, 2001.

• J. Zhang and P. M. Djurić, "Joint channel estimation and decoding of space-time trellis codes", Proceedings of the IEEE SP Workshop on Statistical Signal Processing, Singapore, 2001.

• Y. Huang, T. Ghirmai, and P. M. Djurić, "The rejection Gibbs coupler: a perfect sampling algorithm and its application to truncated multivariate Gaussian distributions", Proceedings of the IEEE SP Workshop on Statistical Signal Processing, Singapore, 2001.

• J. Kotecha and P. M. Djurić, "Gaussian particle filtering", Proceedings of the IEEE SP Workshop on Statistical Signal Processing, Singapore, 2001.

• P. M. Djurić, J. Kotecha, J.-Y. Tourneret, and S. Lésage, "Adaptive signal processing by particle filters and discounting of old measurements", Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Salt Lake City, UT, 2001.

• Y. Huang and P. M. Djurić, "Multiuser detection of synchronous CDMA signals by the Gibbs coupler", Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Salt Lake City, UT, 2001.

• J. Kotecha and P. M. Djurić, "Gaussian sum particle filtering for dynamic state space models", Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Salt Lake City, UT, 2001.

• C.-C. Lin and P. M. Djurić, "Bayesian estimation of chirplet signals by MCMC sampling", Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Salt Lake City, UT, 2001.

• P. Michel, J.-Y. Tourneret, and P. M. Djurić, "On-line model selection of nonstationary time series using Gerschgorin disks", Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Salt Lake City, UT, 2001.

• S. Lésage, J.-Y. Tourneret, and P. M. Djurić, "Classification of digital modulations by MCMC sampling", Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Salt Lake City, UT, 2001.

• P. M. Djurić and J. Kotecha, "Estimation of non-Gaussian autoregressive processes by particle filters with forgetting factors", Proceedings of the Nonlinear Signal and Image Processing Conference, Baltimore, MD, 2001.

• C.-C. Lin and P. M. Djurić, "Estimation of Chirplets by the Reversible Jump MCMC", Proceedings of the Nonlinear Signal and Image Processing Conference, Baltimore, MD, 2001.

• J. Kotecha and P. M. Djurić, "Gaussian sum particle filtering detector for impulsive fading channels", Proceedings of the Nonlinear Signal and Image Processing Conference, Baltimore, MD, 2001.

• Y. Huang ad P. M. Djurić, "Variable selection by perfect sampling", Proceedings of the Nonlinear Signal and Image Processing Conference, Baltimore, MD, 2001.

• D. An, K. W. Tang, and P. M. Djurić, "Performance comparison of BNN and MPNN on Proben1 database", Proceedings of the International Conference on Computers and Their Applications, Seattle, WA, 2001.

Refereed abstracts

• P. M. Djurić and J. Zhang, "Equalization and symbol estimation in wireless communications by particle filtering", Bayesian Inference for Stochastic Processes, Varenna, Italy, 2001.