Publications

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2016
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)
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.
2011
Üstebay, D., M. J. Coates, and M. G. Rabbat, "Distributed auxiliary particle filters using selective gossip", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Prague, Czech Republic, pp. 3296 - 3299, May 2011. Abstract
Masood, S. H., A. Raza, and M. J. Coates, "Content Distribution Strategies in Opportunistic Networks", Technical Report: Department of Electrical and Computer Engineering, McGill University, Dec. 2011.  Download: techreport.pdf (3.53 MB)
Chen, X., A. Edelstein, Y. Li, M. J. Coates, M. G. Rabbat, and A. Men, "Sequential Monte Carlo for simultaneous passive device-free tracking and sensor localization using received signal strength measurements", IEEE International Conference on Information Processing in Sensor Networks (IPSN), Chicago, IL, USA, pp. 342 -353, Apr 2011.  Download: IPSN_Chen_2011.pdf (581.69 KB)
Li, Y., X. Chen, M. J. Coates, and B. Yang, "Sequential Monte Carlo Radio-Frequency Tomographic Tracking", International Conference on Acoustics, Speech, and Signal Processing, Prague, Czech Republic , IEEE, pp. 3976 - 3979 , 05/2011. Abstract
Oreshkin, B. N., X. Liu, and M. J. Coates, "Efficient delay-tolerant particle filtering", IEEE Transactions on Signal Processing, vol. 59 , issue 7 , pp. 3369 - 3381 , 04/2011. Abstract
Kirshin, E., G. K. Zhu, M. Popovic, and M. J. Coates, "Evaluation of the Mono-static Microwave Radar Algorithms for Breast Imaging", Proceedings of the 5th European Conference on Antennas and Propagation (EUCAP), Rome, IEEE, pp. 881 - 885 , 04/2011. Abstract
Pointurier, Y., M. J. Coates, and M. G. Rabbat, "Cross-layer monitoring in transparent optical networks", IEEE/OSA J. Optical Comm. and Networking, 3, vol. 3, pp. 189-198, 03/2011. Abstract
Oreshkin, B. N., and M. J. Coates, "Analysis of error propagation in particle filters with approximation", The Annals of Applied Probability, vol. 21, issue 6, pp. 2343-2378, 01/2011. Abstract
2010
Oreshkin, B. N., M. J. Coates, and M. G. Rabbat, "Optimization and Analysis of Distributed Averaging with Short Node Memory", IEEE Transactions on Signal Processing, vol. 58, pp. 2850-65, May 2010.  Download: oreshkin_SigProc.pdf (346.06 KB)
Oreshkin, B. N., and M. J. Coates, " Asynchronous distributed particle filter via decentralized evaluation of Gaussian products", International Conference on Information Fusion, Edinburgh, Scotland, July 2010.  Download: boris_Fusion.pdf (189.24 KB)
Liu, X., B. N. Oreshkin, and M. J. Coates, " Efficient delay-tolerant particle filtering through selective processing of out-of-sequence measurements", International Conference on Information Fusion, Edinburgh, Scotland, July 2010.  Download: OOSM_fusion2010.pdf (228.25 KB)
Üstebay, D., B. N. Oreshkin, M. J. Coates, and M. G. Rabbat, "Greedy gossip with eavesdropping", IEEE Transactions on Signal Processing, vol. 58, issue 7, pp. 3765 - 3776, July 2010. Abstract  Download: GGE_one_column.pdf (882.07 KB)
2009
Thouin, F., M. J. Coates, and M. G. Rabbat, "Efficient network-wide probabilistic available bandwidth estimation", ACM SIGMETRICS Workshop on Learning for Networking, SEATTLE, WA, USA, Jun. 2009.  Download: sig_learn_net09_cameraready.pdf (179.31 KB)
Üstebay, D., B. N. Oreshkin, M. J. Coates, and M. G. Rabbat, "Multi-hop greedy gossip with eavesdropping", 12th International Conference on Information Fusion, Seattle, WA USA, pp. 140-145, July 2009. Abstract
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)
Üstebay, D., B. N. Oreshkin, M. J. Coates, and M. G. Rabbat, "The speed of greed: Characterizing myopic gossip through network voracity", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Taipei, Taiwan, pp. 3665 - 3668, Apr. 2009. Abstract
Nechay, D., Y. Pointurier, and M. J. Coates, "Controlling False Alarm/Discovery Rates in Online Internet Traffic Flow Classification", IEEE International Conference on Computer Communications (INFOCOM), Rio de Janeiro, Brazil, pp. 684 -692, Apr 2009.  Download: nechay_INFOCOM09.pdf (166.44 KB)
Aysal, T. C., B. N. Oreshkin, and M. J. Coates, "Accelerated Distributed Average Consensus Via Localized Node State Prediction", IEEE Transactions on Signal Processing, vol. 57, pp. 1576, 12/2008, 2009.  Download: 04694103.pdf (530.02 KB)
Oreshkin, B. N., and M. J. Coates, Analysis of error propagation in particle filters with approximation, , Montreal, QC, Canada, Department of Electrical and Computer Engineering, McGill University, 08/2009. Abstract  Download: oreshkin_TechReport09a.pdf (414.62 KB)
Oreshkin, B. N., M. J. Coates, and M. G. Rabbat, Optimization and Analysis of Distributed Averaging with Short Node Memory, , Montreal, QC, Canada, Department of Electrical and Computer Engineering, McGill University, 03/2009. Abstract  Download: oreshkin_TechReport09.pdf (339.07 KB)