Publications

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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)
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, and A. Doucet, "A Gaussian mixture ensemble transform filter for vector observations", SPIE Defense, Security, and Sensing, Baltimore, MD, USA, May 2013.  Download: Nannuru_SPIE2013.pdf (409.84 KB); spie2013_v7_0.pdf (409.84 KB)
2014
Shahid, A., D. Üstebay, and M. J. Coates, "Distributed Ensemble Kalman Filtering", Proc. IEEE Sensor Array and Multichannel Signal Processing Workshop, A Coruna, Spain, 06/2014.
Yu, J. Y., D. Ustebay, B. Stephane, M. G. Rabbat, and M. J. Coates, "Distributed underwater acoustic source localization and tracking", Asilomar Conference on Signals, Systems and Computers, Pacific Grove, California, IEEE, 11/2013, 2014.  Download: Distributed underwater acoustic source localization and tracking.pdf (191.94 KB)
Santorelli, A., Y. Li, E. Porter, M. Popovic, and M. J. Coates, "Investigation of classification algorithms for a prototype microwave breast cancer monitor", in Proc. European Conf. Antennas and Propag. (EuCAP), The Hague, The Netherlands, Apr. 2014.
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)
Shaghaghian, S., and M. J. Coates, "Opportunistic Networks: Minimizing Expected Latency", Proc. IEEE Int. Conf. on Wireless and Mob. Comput., Net. and Comm. (WiMob), Larnaca, Cyprus, Oct., 2014.  Download: WiMob2014.pdf (278.56 KB)
2015
Shaghaghian, S., and M. J. Coates, "Optimal Forwarding in Opportunistic Delay Tolerant Networks with Meeting Rate Estimations", Signal and Information Processing over Networks, IEEE Transactions on, vol. 1, no. 2: IEEE, pp. 104–116, 2015.
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., 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., 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)
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.
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)
Kharratzadeh, M., and M. J. Coates, Sparse Multivariate Factor Regression, , Montreal, McGill University, July, 2015.  Download: SMFR.pdf (428.07 KB)
2016