Publications

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Coates, M. J., Y. Pointurier, and M. G. Rabbat, "COMPRESSED NETWORK MONITORING", IEEE Workshop on Statistical Signal Processing, Madison, WI, USA, 08/2007.  Download: coates_SSP07.pdf (128.8 KB)
Coates, M. J., Y. Pointurier, and M. G. Rabbat, "Compressed network monitoring for IP and all-optical networks", ACM/Usenix Internet Measurement Conference (IMC), San Diego, CA, USA, 10/2007.  Download: coates_IMC07.pdf (2.88 MB)
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)
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)
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)
Henderson, P., M. Vertescher, D. Meger, and M. J. Coates, "Cost adaptation for robust decentralized swarm behaviour", Proc. IEEE Int. Conf. Intelligent Robots and Systems, Madrid, Spain, 10/2018.
Li, Y., A. Santorelli, O. Laforest, and M. J. Coates, "Cost-sensitive ensemble classifiers for microwave breast cancer detection", IEEE Int. Conf. Acoustics Speech and Sig. Proc. (ICASSP), Brisbane, Australia, 04/2015.  Download: ICASSP2015_Li.pdf (706.96 KB)
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
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Zhang, Y., F. Regol, S. Pal, S. Khan, L. Ma, and M. J. Coates, "Detection and Defense of Topological Adversarial Attacks on Graphs", Proc. Int. Conf. Artificial Intell. and Statist., Virtual Conference, Apr., 2021.  Download: zhang21i.pdf (828 KB); zhang21i-supp.pdf (812.3 KB)
Thommes, R. W., and M. J. Coates, "Deterministic packet marking for maximum link price estimation", Canadian Workshop on Information Theory, Montreal, QC, Canada, 06/2005. Abstract  Download: thommes_CWIT05.pdf (60.8 KB)
Thommes, R. W., and M. J. Coates, "Deterministic packet marking for time-varying congestion price estimation", IEEE/ACM Transactions on Networking, vol. 14, issue 3, pp. 592-602, 06/2006. Abstract  Download: PDF (191.76 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
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
Aysal, T. C., M. J. Coates, and M. G. Rabbat, "DISTRIBUTED AVERAGE CONSENSUS USING PROBABILISTIC QUANTIZATION", IEEE Workshop on Statistical Signal Processing, Madison, WI, USA, 08/2007.  Download: aysal_SSP07.pdf (133.83 KB)
Aysal, T. C., M. J. Coates, and M. G. Rabbat, "Distributed Average Consensus With Dithered Quantization", IEEE Transactions on Signal Processing, vol. 56, issue 10, pp. 4918, 10/2008, 2007.  Download: 04542554.pdf (662.59 KB)
Oreshkin, B. N., T. C. Aysal, and M. J. Coates, "DISTRIBUTED AVERAGE CONSENSUS WITH INCREASED CONVERGENCE RATE", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Las Vegas, USA, 04/2008.  Download: oreshkin_ICASSP08.pdf (74.93 KB)
Shahid, A., D. Üstebay, and M. J. Coates, "Distributed Ensemble Kalman Filtering", Proc. IEEE Sensor Array and Multichannel Signal Processing Workshop, A Coruna, Spain, 06/2014.
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)
Coates, M. J., "Distributed particle filtering for sensor networks", Int. Symp. Information Processing in Sensor Networks, Berkeley, CA, 04/2004. Abstract  Download: coates_IPSN04.pdf (181.87 KB)
Yu, J. Y., D. Ustebay, B. Stephane, M. G. Rabbat, and M. J. Coates, "Distributed underwater acoustic source localization and tracking", Asilomar Conference on Signals, Systems and Computers, Pacific Grove, California, IEEE, 11/2013, 2014.  Download: Distributed underwater acoustic source localization and tracking.pdf (191.94 KB)
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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
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)