Publications

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Tsianos, K. I., and M. G. Rabbat, "Multiscale Gossip for Efficient Decentralized Averaging in Wireless Packet Networks", IEEE Transactions on Signal Processing, vol. 61, issue 9, arXiv:1011.2235, 05/2013. Abstract  Download: 1011.2235v1.pdf (948.65 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)
De Serres, Y., and L. G. Mason, "A multiserver queue with narrow- and wide-band customers and wide-band restricted access", Communications, IEEE Transactions on, vol. 36, issue 6, no. 6, pp. 675 -684, Jun/1988. Abstract  Download: 00002787.pdf (918.81 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)
Ahmed, T., M. J. Coates, and A. Lakhina, Multivariate online anomaly detection using kernel recursive least squares, , Montreal, Department of Electrical and Computer Engineering, McGill University, 07/2006.  Download: ahmed_TechReport06.pdf (213.42 KB)
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Lam, N., Z. Dziong, and L. G. Mason, "Network capacity allocation in service overlay networks", International Teletraffic Congress (ITC), Ottawa, ON, Canada, June 2007.  Download: lam_ITC07.pdf (207.46 KB)
Coates, M. J., and R. D. Nowak, "Network loss inference using unicast end-to-end measurement", ITC Conference on IP Traffic Modelling and Management, Monterey, California, Sept. 2000.  Download: coates_ITC00.pdf (130.93 KB)
Coates, M. J., and R. D. Nowak, "Network tomography for internal delay estimation", IEEE International Conference on Acoustics, Speech, and Signal Processing, Salt Lake City, Utah, May 2001.  Download: coates_ICASSP01.pdf (187.36 KB)
Castro, R., M. J. Coates, R. D. Nowak, and B. Yu, "Network tomography: recent developments pp. 499-517.", Statistical Science, vol. 19, issue 3, pp. 499-517, 08/2004. Abstract  Download: castro_StatSciMagazine04.pdf (1.15 MB)
Tsianos, K. I., S. F. Lawlor, J. Y. Yu, and M. G. Rabbat, "Networked optimization with adaptive communication", IEEE Global Conference on Signal and Information Processing, Austin, TX, USA, 02/2014, 2013.  Download: Networked optimization with adaptive communication.pdf (274.67 KB)
Kharratzadeh, M., and T. Shultz, "Neural-network modelling of Bayesian learning and inference", 35th Annual Conference of the Cognitive Science Society, Berlin, Germany, Cognitive Science Society, pp. 2686-2691, Aug 2013.
Regol, F., S. Pal, and M. J. Coates, "Node Copying for Protection Against Graph Neural Network Topology Attacks", Proc. IEEE Comput. Adv. in Multi-Sensor Adaptive Process., Guadeloupe, West Indies, Dec., 2019.  Download: 2007.06704.pdf (310.01 KB)
Pal, S., S. Malekmohammadi, F. Regol, Y. Zhang, Y. Xu, and M. J. Coates, "Non-Parametric Graph Learning for Bayesian Graph Neural Networks", Proc. Uncertainity in Artificial Intell., Virtual Conference, Aug., 2020.  Download: 2006.13335.pdf (796.91 KB)
Tsang, Y., M. J. Coates, and R. D. Nowak, "Nonparametric internet tomography", IEEE International Conference on Acoustics, Speech, and Signal Processing, Orlando, Florida, May 2002.  Download: tsang_ICASSP02.pdf (73.42 KB)
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Mason, L. G., "On the stability of circuit-switched networks with non-hierarchical routing", Decision and Control, 25th IEEE Conference on, vol. 25, Athens, Greece, pp. 1345 -1347, Dec/1986. Abstract  Download: 04048992.pdf (261.83 KB)
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)
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)
Thouin, F., R. W. Thommes, and M. J. Coates, "Optimal actuation strategies for sensor/actuator networks", International Workshop on Advances in Sensor Networks, San Jose, CA, 07/2006. Abstract  Download: PDF (215.13 KB)
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.
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)
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)
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Ing, G., and M. J. Coates, "Parallel particle filters for tracking in wireless sensor networks", IEEE Workshop on Signal Processing Advances in Wireless Communications, New York, USA, 06/2005. Abstract  Download: PDF (173.77 KB)