Publications

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Ding, T., and M. J. Coates, "Implementation of the Daum-Huang Exact Flow Particle Filter", IEEE Statistical Signal Processing Workshop, Ann Arbor, Michigan, USA, Aug 2012.  Download: DH_filter_SSP.pdf (188.64 KB)
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Li, Y., A. Santorelli, O. Laforest, and M. J. Coates, "Cost-sensitive ensemble classifiers for microwave breast cancer detection", IEEE Int. Conf. Acoustics Speech and Sig. Proc. (ICASSP), Brisbane, Australia, 04/2015.  Download: ICASSP2015_Li.pdf (706.96 KB)
Li, Y., and M. J. Coates, "Sequential MCMC with Invertible Particle Flow", Int. Conf. Acoustics, Speech and Signal Proc. (ICASSP), New Orleans, LA, 2017.  Download: SMCMC_invertible_particle_flow.pdf (241.21 KB)
Li, Y., and M. J. Coates, "Fast Particle Flow Particle Filters via Clustering", International Conference on Information Fusion, Heidelberg, Germany, 07/2016.  Download: fusion_2016.pdf (231.65 KB)
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)
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)
Li, Y., E. Porter, and M. J. Coates, "Imaging-based Classification Algorithms on Clinical Trial Data with Injected Tumour Responses", European Conf. Antennas and Propag. (EuCAP), Lisbon, Portugal, 04/2015.  Download: EuCAP2015_Li.pdf (356.6 KB)
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)
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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)
Nannuru, S., "Multitarget multisensor tracking", Department of Electrical & Computer Engineering, vol. Doctor of Philosophy, Montreal, McGill University, pp. 226, Aug 2015.  Download: PhD_Thesis_Santosh.pdf (5.04 MB)
Nannuru, S., and M. J. Coates, "Hybrid multi-Bernoulli CPHD filter for superpositional sensors", SPIE Defense + Security, Baltimore, MD, USA, International Society for Optics and Photonics, June 2014.  Download: NANNURU_SPIE2014.pdf (288.96 KB)
Nannuru, S., and M. J. Coates, "Multi-Bernoulli filter for superpositional sensors", 16th International Conference on Information Fusion, Istanbul, Turkey, Jul 2013.  Download: Nannuru_FUSION2013.pdf (214.02 KB); fusion2013_v8.pdf (214.02 KB)
Nannuru, S., M. J. Coates, and R. Mahler, "Computationally-tractable approximate PHD and CPHD filters for superpositional sensors", IEEE Journal of Selected Topics in Signal Processing, vol. 7, Jun 2013.  Download: Nannuru_SSP2013.pdf (458.03 KB); cphd_journal_R1_v3.pdf (496.05 KB)
Nannuru, S., M. J. Coates, M. G. Rabbat, and B. Stephane, "General solution and approximate implementation of the multisensor multitarget CPHD filter", IEEE Int. Conf. Acoustics Speech and Sig. Proc. (ICASSP), Brisbane, Australia, April 2015.