Publications

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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)
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)
2016
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)
Lawlor, S., and M. G. Rabbat, "Estimation of Time-Varying Mixture Models: An Application to Traffic Estimation", 2016 Workshop on Statistical Signal Processing (SSP), Palma de Mallorca, Spain, 06/2016.  Download: 2016AutomaticKmeans_cnfr.pdf (212.71 KB)
Lawlor, S., T. Sider, N. Eluru, M. Hatzopoulou, and M. G. Rabbat, "Detecting Convoys Using License Plate Recognition Data", Transactions on Signal and Information Processing over Networks, 04/2016.  Download: 2015_JOURNAL_SKELETON.pdf (7.32 MB)
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)
Yu, J. Y., M. J. Coates, and M. G. Rabbat, "Distributed multi-sensor CPHD filter using pairwise gossiping", IEEE International Conference on Acoustics, Speech and Signal Processing, Shanghai, China, 03/2016.  Download: Distributed multi-sensor CPHD filter using pairwise gossiping.pdf (123.09 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)
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
Shaghaghian, S., and M. J. Coates, Online Bayesian Inference of Diffusion Networks, , Montreal, Dept. Elect. and Comput. Eng., McGill Univ., 2016.  Download: Tech_Report.pdf (737.04 KB)