Conference papers [2005-present]

• P. M. Djurić and M. F. Bugallo, "Biased Sensors: Localization and Data Fusion " accepted in the 15th European Signal Processing Conference (EUSIPCO 2007), Poznan (Poland), September 2007.

• M. F. Bugallo, T. Lu, and P. M. Djurić, "Learning by simplified cost-reference particle filtering using biased data" accepted in the 2007 IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2007), Thessaloniki (Greece), August 2007.

• M. F. Bugallo, M. Hong, and P. M. Djurić, "Marginalized population Monte Carlo," accepted in the International Conference on Communications, Circuits and Systems (ICCCAS 2007), Kokura, (Japan), July 2007.

• M. F. Bugallo, T. Lu, and P. M. Djurić, "Tracking with biased measurements of signal strength sensors", Proceedings of the 15th International Conference on Digital Signal Processing (DSP 2007), Cardiff (UK), July 2007.

• M. F. Bugallo, T. Lu, and P. M. Djurić, "On generalized particle filtering: Advances in theory and applications to target tracking", Proceedings of the 10th ONR/GTRI Workshop on Target Tracking and Sensor Fusion , Monterey (California, USA), May 2007.

• S. Xu, M. F. Bugallo and P. M. Djurić, "Sequential estimation by combined cost-reference particle and Kalman filtering", Proceedings of the IEEE 32nd International Conference on Acoustics, Speech and Signal Processing (ICASSP'2007), Honolulu (Hawaii, USA), May 2007.

• M. Vemula, M. F. Bugallo and P. M. Djurić, "Cost-based Monte Carlo sampling approaches for sensor self-localization under beacon position uncertainty", Proceedings of the IEEE 32nd International Conference on Acoustics, Speech and Signal Processing (ICASSP'2007), Honolulu (Hawaii, USA), May 2007.

• P. M. Djurić, T. Lu and M. F. Bugallo, "Multiple particle filtering", Proceedings of the IEEE 32nd International Conference on Acoustics, Speech and Signal Processing (ICASSP'2007), Honolulu (Hawaii, USA), May 2007.

• M. F. Bugallo, T. Lu and P. M. Djurić, "Target tracking by multiple particle filtering", Proceedings of the 2007 IEEE Aerospace Conference, Big Sky (Montana,USA), March 2007.

• P. M. Djurić and M. F. Bugallo, "Bearings-only tracking based on multiple sensor measurements and generalized particle filtering", Proceedings of the 2006 Asilomar Conference on Signals, Systems, and Computers, Pacific Grove (California, USA), October 2006.

• P. M. Djurić and M. F. Bugallo, "Cost-reference particle filtering for dynamic systems with nonlinear and conditionally linear states", Proceedings of the Nonlinear Statistical Signal Processing Workshop 2006 (NSSPW 2006), Cambridge (UK), September 2006.

• M. F. Bugallo and P. M. Djurić, "Advantages of Cost-Reference Particle Filters for Multiple Target Tracking", Proceedings of the 14th European Signal Processing Conference (EUSIPCO 2006), Florence (Italy), September 2006.

• M. F. Bugallo, M. Vemula and P. M. Djurić, "On the Robustness of Cost-Reference Particle Filtering," Proceedings of the Fourth IEEE Workshop on Sensor Array and Multi-Channel Processing (SAM 2006), Boston (Massachusetts, USA), July 2006.

• M. Vemula, M. F. Bugallo and P. M. Djurić, "Fusion of Information for Sensor Self-Localization by a Monte Carlo Method", Proceedings of the 9th International Conference on Information Fusion, Florence (Italy), July 2006.

• M. F. Bugallo and P. M. Djurić, "Tracking of time-varying number of moving targets in wireless sensorfields by particle filtering", Proceedings of the IEEE 31st International Conference on Acoustics, Speech and Signal Processing (ICASSP'2006), Toulouse (France), May 2006.

• S. Xu, M. F. Bugallo, and P. M. Djurić, "Maneuvering target tracking with simplified cost reference particle filters", Proceedings of the IEEE 31st International Conference on Acoustics, Speech and Signal Processing (ICASSP'2006), Toulouse (France), May 2006.

• M. Vemula, M. F. Bugallo, and P. M. Djurić, "Target tracking in a two-tiered hierarchical sensor network", Proceedings of the IEEE 31st International Conference on Acoustics, Speech and Signal Processing (ICASSP'2006), Toulouse (France), May 2006.

• M. F. Bugallo, S. Xu, P. M. Djurić, "Comparison of EKF-and PF-based methods in tracking maneuvering targets", Proceedings of the 2006 IEEE Aerospace Conference,Big Sky (Montana, USA), March 2006.

• P. M. Djurić, M. F. Bugallo, J. Lim, "Positioning a time-varying number of targets by a wireless sensor network", Proceedings of the First IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Puerto Vallarta (Mexico), December 2005.

• M. F. Bugallo, J. Míguez, P. M. Djurić, "Positioning by cost reference particle filters: study of various implementations", Proceedings of the 2005 International Conference on "Computer as a tool" (EUROCON), Belgrade (Serbia and Montenegro), November 2005.

• J. Míguez, M. F. Bugallo, P. M. Djurić, "Novel particle filtering algorithms for fixed parameter estimation in dynamic systems", Proceedings of the 4th International Symposium on Image and Signal Processing and Analysis (ISPA), Zagreb (Croatia), September 2005.

• J. Míguez, M. F. Bugallo, P. M. Djurić, "Decision fusion for distributed target tracking using cost reference particle filtering", Proceedings of the 13th European Signal Processing Conference (EUSIPCO), Antalya (Turkey), September 2005.

• P. M. Djurić, M. Vemula, M. F. Bugallo, J. Míguez, "Non-cooperative localization of binary sensors", Proceedings of the 13th IEEE Workshop on Statistical Signal Processing (SSP), Bordeaux (France), July 2005.

• M. F. Bugallo, J. Míguez "A novel adaptive algorithm for generalized synchronization", Proceedings of the IEEE 61st Semiannual Vehicular Technology Conference (VTC'2005), Stockholm (Sweden), May 2005.

• M. A. Vázquez, J. Míguez, M. F. Bugallo, "Novel SMC techniques for blind equalization of flat-fading MIMO channels", Proceedings of the IEEE 61st Semiannual Vehicular Technology Conference (VTC'2005), Stockholm (Sweden), May 2005.

• N. Fariña, J. Míguez, M. F. Bugallo, "Novel decision-fusion algorithms for target tracking using ad-hoc networks", Proceedings of the IEEE 61st Semiannual Vehicular Technology Conference (VTC'2005), Stockholm (Sweden), May 2005.

• X. Zhang, K. De Cock, M. F. Bugallo, P. M. Djurić, "An application of system theory to stochastic models for first order chemical reactions", Proceedings of the IEEE 30th International Conference on Acoustics, Speech and Signal Processing (ICASSP'2005), Philadelphia (PA, USA), March 2005.

• J. Míguez, S. Xu, M. F. Bugallo, P. M. Djurić, "Joint estimation of states and transition functions of dynamic systems using cost-reference particle filtering", Proceedings the IEEE 30th International Conference on Acoustics, Speech and Signal Processing (ICASSP'2005), Philadelphia (PA, USA) March 2005.

• P. M. Djurić, M. Vemula, and M. F. Bugallo, "Tracking with particle filtering in tertiary wireless sensor networks", Proceedings of the IEEE 30th International Conference on Acoustics, Speech and Signal Processing (ICASSP'2005), Philadelphia (PA, USA), March 2005.

• X. Zhang, K. De Cock, M. F. Bugallo, P. M. Djuric, "Computation of probability distributions of molecules in enzyme reactions", Proceedings of the Asilomar Conference on Signals, Systems, and Computers, Pacific Grove (California, USA), November 2004.

• K. De Cock, X. Zhang, M. F. Bugallo, P. M. Djurić, "Stochastic simulation and parameter estimation of first order chemical reactions", the Proceedings of the 12th European Signal Processing Conference (EUSIPCO), Vienna (Austria), September 2004.

• P. M. Djurić, M. Vemula, M. F. Bugallo, "Signal processing by particle filtering for binary sensor networks", the Proceedings of the 11th Digital Signal Processing Workshop (DSP'2004), New Mexico (USA), August 2004.

• M. F. Bugallo, S. Xu, J. Míguez, P. M. Djurić, "Maneuvering target tracking using cost reference particle filtering", Proceedings of the IEEE 29th International Conference on Acoustics, Speech and Signal Processing (ICASSP'2004), Montreal (Canada), May 2004.

• P. M. Djurić, M. F. Bugallo, J. Míguez, "Density assisted particle filters for state and parameter estimation", Proceedings of the IEEE 29th International Conference on Acoustics, Speech and Signal Processing (ICASSP'2004), Montreal (Canada), May 2004.

• T. Ghirmai, J. Míguez, M. F. Bugallo, P. M. Djurić, "A particle filter for blind timing recovery and data detection in fast fading wireless channels", Proceedings of the IEEE 29th International Conference on Acoustics, Speech and Signal Processing (ICASSP'2004), Montreal (Canada), May 2004.

• J. Míguez, S. Xu, M. F. Bugallo, P. M. Djurić, "A novel particle filtering approach and its application to target tracking", Proceedings of the 2004 IEEE Aerospace Conference, Big Sky (Montana, USA), March 2004.

• T. Ghirmai, M. F. Bugallo, J. Míguez, P. M.Djurić, "A novel particle filtering approach to blind symbol detection and timing estimation", Proceedings of the Vehicular Technology Conference (VTC'2003), Orlando (Florida, USA), October 2003.

• J. Míguez, S. Xu, M. F. Bugallo, P. M. Djurić, "Particle filtering for systems with unknown noise probability distributions", Proceedings of the 12th IEEE Workshop on Statistical Signal Processing (SSP'2003), St. Louis (Missouri, USA), September 2003.

• X. Zhang, K. De Cock, M. F. Bugallo, P. M. Djurić, "Stochastic simulation and parameter estimation of enzyme reaction models", Proceedings of the 12th IEEE Workshop on Statistical Signal Processing (SSP'2003), St. Louis (Missouri, USA), September 2003.

Journal Papers [2003-present]

Refereed abstracts

Archived Publications