Publications

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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
Üstebay, D., R. Castro, M. J. Coates, and M. G. Rabbat, "Distributed approximation and tracking using selective gossip", Filtering from Undersampled Data with an Introduction to Compressed Sensing: Springer-Verlag, pp. 325-355, 2016. Abstract
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)
Zhao, L., J. Wang, Y. Li, and M. J. Coates, "Gaussian particle flow implementation of PHD filter", Proc. SPIE Conf. Signal Proc., Sensor Fusion, Target Recog., 04/2016.  Download: Gaussian_particle_flow_implementation_of_PHD_filter.pdf (556.36 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)
Nannuru, S., B. Stephane, M. J. Coates, and M. G. Rabbat, "Multisensor CPHD filter", IEEE Transactions on Aerospace and Electronic Systems, vol. 52, issue 4, pp. 1834-1854, 10/2016.  Download: NannuruTAES2016.pdf (1.12 MB)
2017
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)
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)
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)
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., M. J. Coates, and M. G. Rabbat, "A multi-sensor multi-Bernoulli filter", IEEE Trans. Signal Processing, vol. 65, issue 20, pp. 5495-5509, 10/2017.  Download: MATLAB_MS_MeMBer_web_release.zip (352.44 KB); ms_member_final.pdf (587.56 KB)
2019
Valenchon, J., "Graph-based machine learning algorithms for predicting disease outcomes", Electrical and Computer Engineering, vol. Master, Montreal, McGill, pp. 108, 03/2019.  Download: Thesis_v1_revised_Juliette_Valenchon.pdf (5.39 MB)