Publications

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1977
Narendra, K. S., A. E. Wright, and L. G. Mason, "Application of Learning Automata to Telephone Traffic Routing and Control", IEEE Transactions on Systems, Man and Cybernetics, vol. 7, issue 11, pp. 785 - 792 , 11/1977.
2000
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)
2001
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)
Tsang, Y., M. J. Coates, and R. D. Nowak, "Passive network tomography using EM algorithms", IEEE International Conference on Acoustics, Speech, and Signal Processing, Salt Lake City, Utah, May 2001.  Download: tsang_ICASSP01.pdf (77.18 KB)
2002
Coates, M. J., and R. D. Nowak, " Sequential monte carlo inference of internal delays in nonstationary data networks", IEEE Transactions on Signal Processing, Special Issue on Monte Carlo Methods for Statistical Signal Processing, vol. 50, issue 2, pp. 366-376, Feb. 2002.  Download: coates_TSPMagazine02.pdf (382.71 KB)
Castro, R., M. J. Coates, and R. D. Nowak, "Maximum likelihood topology identification from end-to-end measurements", DIMACS Workshop on Internet Measurement, Mapping and Modeling, Piscataway, New Jersey, Feb. 2002.  Download: castro_IMMM02.pdf (43.44 KB)
Coates, M. J., A. O. Hero, R. D. Nowak, and B. Yu, "Internet tomography", IEEE Signal Processing, vol. 19, issue 3, pp. 47-65, May 2002.  Download: coates_SPMagazine02.pdf (3.95 MB)
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)
2004
Castro, R., M. J. Coates, and R. D. Nowak, "Likelihood based hierarchical clustering", IEEE Trans. on Signal Processing, vol. 52, pp. 2308- 2321, 08/2004. Abstract  Download: castro_TSP04.pdf (462.22 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)
2006
Coates, M. J., B. Erikkson, R. D. Nowak, and C. Scott, Learning to Satisfy, , Montreal, QC, Canada, Department of Electrical and Computer Engineering, McGill University, 11/2006. Abstract  Download: coates_TechReport06.pdf (184.77 KB)
Coates, M. J., M. G. Rabbat, and R. D. Nowak, "Multiple Source Internet Tomography", IEEE J. Sel. Areas Communication, Special Issue on Sampling the Internet: Techniques and Applications, 12/2006. Abstract  Download: PDF (513.71 KB)
2008
Thouin, F., M. J. Coates, B. Erikkson, R. D. Nowak, and C. Scott, "LEARNING TO SATISFY", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Las Vegas, USA, 04/2008.  Download: thouin_ICASSP08.pdf (118.96 KB)
2009
Nechay, D., Controlling false alarm/discovery rates in online Internet traffic classification, , Montreal, Department of Electrical and Computer Engineering, McGill University, 08/2009.  Download: nechay_Thesis09.pdf (441.14 KB)
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)
2011
Nannuru, S., Y. Li, M. J. Coates, and B. Yang, "Multi-target device-free tracking using radio frequency tomography", International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), Dec. 2011.  Download: Nannuru_ISSNIP2011.pdf (623.27 KB); issnip-camera-ready.pdf (623.27 KB)
Thouin, F., S. Nannuru, and M. J. Coates, "Multi-target Tracking for Measurement Models with Additive Contributions", International Conference on Information Fusion, Chicago, Illinois, July 2011.  Download: Thouin_FUSION2011.pdf (337.55 KB)
Thouin, F., S. Nannuru, and M. J. Coates, "Multi-target Tracking for Measurement Models with Additive Contributions, Revised version", International Conference on Information Fusion, Chicago, Illinois, July 2011.  Download: Thouin_FUSION2011_Revised.pdf (321.27 KB); fusion2011_revised.pdf (321.27 KB)
2012
Nannuru, S., Y. Li, M. J. Coates, and B. Yang, "Skew-Laplace model parameters for radio-frequency tomography experiments", Technical Report: Department of Electrical and Computer Engineering, McGill University, April 2012.  Download: tech_report.pdf (118.57 KB)
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)