Publications

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Conference Proceedings
Aysal, T. C., M. J. Coates, and M. G. Rabbat, "Rates of Convergence for Distributed Average Consensus with Probabilistic Quantization", Allerton Conference on Communication, Control and Computing, Urbana, IL, USA, 09/2007.  Download: aysal_Allerton07.pdf (223.31 KB)
Üstebay, D., B. N. Oreshkin, M. J. Coates, and M. G. Rabbat, "Rates of convergence for greedy gossip with eavesdropping", 46th Annual Allerton Conference on Communication, Control, and Computing, pp. 367-374, Sep. 2008. Abstract
Chen, X., A. Edelstein, Y. Li, M. J. Coates, M. G. Rabbat, and A. Men, "Sequential Monte Carlo for simultaneous passive device-free tracking and sensor localization using received signal strength measurements", IEEE International Conference on Information Processing in Sensor Networks (IPSN), Chicago, IL, USA, pp. 342 -353, Apr 2011.  Download: IPSN_Chen_2011.pdf (581.69 KB)
Li, Y., X. Chen, M. J. Coates, and B. Yang, "Sequential Monte Carlo Radio-Frequency Tomographic Tracking", International Conference on Acoustics, Speech, and Signal Processing, Prague, Czech Republic , IEEE, pp. 3976 - 3979 , 05/2011. Abstract
Üstebay, D., B. N. Oreshkin, M. J. Coates, and M. G. Rabbat, "The speed of greed: Characterizing myopic gossip through network voracity", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Taipei, Taiwan, pp. 3665 - 3668, Apr. 2009. Abstract
Kharratzadeh, M., and M. J. Coates, "Weblog Analysis for Predicting Correlations in Stock Price Evolutions", 6th International Conference on Weblogs and Social Media, Dublin, Ireland, May 2012. Abstract  Download: Kharratzadeh-ICWSM.pdf (337.94 KB)
Journal Article
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)
Aysal, T. C., B. N. Oreshkin, and M. J. Coates, "Accelerated Distributed Average Consensus Via Localized Node State Prediction", IEEE Transactions on Signal Processing, vol. 57, pp. 1576, 12/2008, 2009.  Download: 04694103.pdf (530.02 KB)
Oreshkin, B. N., and M. J. Coates, "Analysis of error propagation in particle filters with approximation", The Annals of Applied Probability, vol. 21, issue 6, pp. 2343-2378, 01/2011. Abstract
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)
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)
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., 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., and M. J. Coates, "Equipment allocation in video-on-demand network deployments", ACM Transactions on Multimedia Computing Communications and Applications, vol. 5, issue 1, 10/2008.  Download: a5-thouin.pdf (2.78 MB)
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)
Li, Y., S. Pal, and M. J. Coates, "Invertible particle-flow-based sequential MCMC with extension to Gaussian mixture noise models", IEEE Trans. Signal Processing, vol. 67, issue 9, pp. 2499-2512, 05/2019.  Download: 1807.02535.pdf (3.72 MB)
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)
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)
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.