Home

Publications

Export 69 results:
Sort by: Author Title [ Type (Desc)] Year
Filters: First Letter Of Last Name is R  [Clear All Filters]
Thesis
Lawlor, S., "Detecting Convoys in Networks of Short-Range Sensors", Electrical and Computer Engineering, vol. Master of Engineering, Montreal, Quebec, McGill University, pp. 73, 08/2013.  Download: SeanLawlor_Masters_Thesis.pdf (937.89 KB)
Report
Thouin, F., M. J. Coates, and M. G. Rabbat, Multi-path Probabilistic Available Bandwidth Estimation through Bayesian Active Learning, : McGill University, Jan. 2010.  Download: thouin_2010.pdf (331.06 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)
Nannuru, S., M. J. Coates, and M. G. Rabbat, General multisensor CPHD filter, : McGill University, Sept. 2014.  Download: multisensor_report.pdf (389.71 KB)
Tsianos, K. I., and M. G. Rabbat, The Impact of Communication Delays on Distributed Consensus Algorithms, , 2012. Abstract  Download: tac2012_main.pdf (938.04 KB)
Yu, J. Y., A. - A. Saucan, M. Coates, and M. Rabbat, Multi-sensor data assignment algorithms in the delta-generalized labeled multi-Bernoulli filter, , 2017.  Download: Multi-sensor data assignment algorithms in the delta-generalized labeled multi-Bernoulli filter.pdf (389.52 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)
Journal Article
Yao, Z., P. Mark, and M. G. Rabbat, "Anomaly Detection using Proximity Graph and PageRank Algorithm", IEEE Transactions on Information Forensics and Security, vol. 7, issue 4, 08/2012. Abstract  Download: yao2012pagerank.pdf (1.19 MB)
Assran, M., and M. G. Rabbat, "Asynchronous subgradient-push", arXiv preprint arXiv:1803.08950, 2018.
Yao, Z., V. Gripon, and M. G. Rabbat, Combating Corrupt Messages in Clustered Sparse Associative Memories, , 2014.
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)
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)
Yu, J. Y., M. J. Coates, M. G. Rabbat, and S. Blouin, "A Distributed Particle Filter for Bearings-Only Tracking on Spherical Surfaces", IEEE Signal Processing Letters, vol. 23, Montreal, McGill University, 03/2016.  Download: A Distributed Particle Filter for Bearings-Only Tracking on Spherical Surfaces.pdf (322.21 KB)
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
Tabatabaei, S. S., M. J. Coates, and M. G. Rabbat, "GANC: Greedy agglomerative normalized cut", Pattern Recognition, vol. 45, issue 2, pp. 12, Februrary 2012.  Download: GANC.pdf (553.87 KB); ganc_v1.0.zip (186.74 KB)
Yu, J. Y., M. J. Coates, and M. G. Rabbat, "Graph-Based Compression for Particle Filters", IEEE Trans. Signal Inf. Process. Netw. , vol. 5, issue 3, 09/2019.  Download: Graph-Based Compression for Distributed Particle Filters.pdf (416.04 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)
Yao, Z., V. Gripon, and M. G. Rabbat, Improving Sparse Associative Memories by Escaping from Bogus Fixed Points, , 2013.
Thouin, F., M. J. Coates, and M. G. Rabbat, "Large scale probabilistic available bandwidth estimation", Computer Networks, vol. 55, issue 9, pp. 2065-2078, 02/2011. Abstract
Yao, Z., V. Gripon, and M. G. Rabbat, A Massively Parallel Associative Memory Based on Sparse Neural Networks, , 2013.
Saucan, A. - A., M. J. Coates, and M. G. Rabbat, "A multi-sensor multi-Bernoulli filter", IEEE Trans. Signal Processing, vol. 65, issue 20, pp. 5495-5509, 10/2017.  Download: MATLAB_MS_MeMBer_web_release.zip (352.44 KB); ms_member_final.pdf (587.56 KB)
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)
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)
Lawlor, S. F., and M. G. Rabbat, "Time-Varying Mixtures of Markov Chains: An Application to Road Traffic Modeling", IEEE Transactions on Signal Processing, vol. 65, issue 12, 03/2017.  Download: 2016LawlorRabbat_TimeVaryingMixturesOfMarkovChains.pdf (749.86 KB)