Publications

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D
Lawlor, S., and M. G. Rabbat, "Detecting Convoys in Networks of Short-Range Sensors", 2014 Asilomar Conference on Signals, Systems and Computers, Pacific Grove, California, 11/2014.  Download: 2014_SeanLawlor_Asilomar.pdf (1.69 MB)
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)
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)
Ing, G., Distributed particle filters for object tracking in sensor networks, , Montreal, QC, Canada, Department of Electrical and Computer Engineering, McGill University, Dec 2005.  Download: ing_Thesis05.pdf (640.96 KB)
Tsianos, K. I., and M. G. Rabbat, "Distributed Strongly Convex Optimization", 50th Annual Allerton Conference on Communication, Control and Computing , 10/2012. Abstract  Download: Allerton2012.pdf (380.69 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)
E
Üstebay, D., R. Castro, and M. G. Rabbat, "Efficient decentralized approximation via selective gossip", IEEE Journal on Selected Topics in Signal Processing, vol. 5, issue 4, pp. 805 - 816, Aug. 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
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., and M. G. Rabbat, "Efficiently Reaching Consensus on the Largest Entries of a Vector", 51st IEEE Conference on Decision and Control (CDC), Maui, Hawaii, Dec. 2012. Abstract
Assran, M., and M. G. Rabbat, "An empirical comparison of multi-agent optimization algorithms", 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP): IEEE, pp. 573–577, 2017.
Thommes, R. W., and M. J. Coates, Epidemiological Models of Peer-to-Peer Viruses and Pollution, , Montreal, Department of Electrical and Computer Engineering, McGill University, 06/2005.  Download: thommes_TechReport05.pdf (857.93 KB)