Publications

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2018
Pal, S., and M. Coates, "Particle flow particle filter for Gaussian mixture noise models", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, Canada, IEEE, 04/2018.  Download: ICASSP_v7.pdf (204.1 KB)
2017
Li, Y., and M. J. Coates, "Particle Filtering with Invertible Particle Flow", IEEE Transactions on Signal Processing, vol. 65, issue 15, pp. 4102 - 4116, 08/2017.  Download: PFPF.zip (214.67 KB)
Saucan, A. - A., Y. Li, and M. J. Coates, "Particle flow superpositional GLMB filter", Proc. SPIE Conf. Signal Process., Sensor/Inform. Fusion, Target Recog. XXVI, Anaheim, CA, 04/2017.  Download: particle-flow-superpositional_final.pdf (377.8 KB)
Saucan, A. - A., Y. Li, and M. J. Coates, "Particle flow SMC delta-GLMB filter", Proc. IEEE Int. Conf. Acoust. Speech Signal Process. (ICASSP), New Orleans, LA, 03/2017.  Download: pfpf_GLMB_final.pdf (810.32 KB)
2016
Li, Y., L. Zhao, and M. J. Coates, "Particle flow for particle filtering", Int. Conf. Acoustics, Speech and Signal Proc. (ICASSP), Shanghai, China, 03/2016.  Download: ICASSP2016_Li.pdf (205.05 KB)
2015
Li, Y., L. Zhao, and M. J. Coates, "Particle flow auxiliary particle filter", IEEE Int. Workshop Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Cancun, Mexico, 12/2015.  Download: CAMSAP2015_V7.pdf (203.42 KB)
2013
Nannuru, S., and M. J. Coates, "Particle filter implementation of the multi-Bernoulli filter for superpositional sensors", 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Saint Martin, Dec 2013.  Download: Nannuru_CAMSAP2013.pdf (111.78 KB); camsap_R2.pdf (107.62 KB)
2012
Santorelli, A., E. Porter, M. Popović, and J. Schwartz, "Pulse Shaping for Time-Domain Microwave Breast Tumour Detection: Experiments with Realistic Tissue Phantoms", Proc. 6th European Conference on Antennas and Propagation (EUCAP 2012), Prague, Czech Republic, Mar. 26–30, 2012.  Download: Santorelli_EUCAP2012.pdf (855.36 KB)
Tsianos, K. I., S. Lawlor, and M. G. Rabbat, "Push-Sum Distributed Dual Averaging for Convex Optimization", IEEE Conference on Decision and Control, Maui, HI, USA, 12/2012.  Download: cdc2012_main.pdf (568.37 KB)
2009
Oreshkin, B. N., and M. J. Coates, "Particle filters with approximation steps", IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Aruba, Dutch Antilles, Dec. 2009.  Download: camsap09.pdf (120.44 KB)
2007
Oreshkin, B. N., and M. J. Coates, Particle filtering for velocity estimation in image sequences, , Montreal, QC, Canada, Department of Electrical and Computer Engineering, McGill University, 08/2007.  Download: oreshkin_TechReport07.pdf (231.89 KB)
2005
Ing, G., and M. J. Coates, "Parallel particle filters for tracking in wireless sensor networks", IEEE Workshop on Signal Processing Advances in Wireless Communications, New York, USA, 06/2005. Abstract  Download: PDF (173.77 KB)
2001
Tsang, Y., M. J. Coates, and R. D. Nowak, "Passive network tomography using EM algorithms", IEEE International Conference on Acoustics, Speech, and Signal Processing, Salt Lake City, Utah, May 2001.  Download: tsang_ICASSP01.pdf (77.18 KB)