Deniz Üstebay

Deniz

Üstebay

 

Computer Networks Laboratory (Room 702)

McConnell Engineering Building
McGill University
3480 University Street
Montréal, Québec
H3A 2A7 Canada

email: deniz.ustebay at mail.mcgill.ca

  • I obtained my PhD under the supervision of Professor Micheal Rabbat from the Department of Electrical and Computer Engineering, McGill University. The title of my thesis is "Efficient distributed consensus in wireless sensor networks".

Research Interests

  • Distributed randomized algorithms
  • Bayesian inference
  • Statistical natural language processing

Research Experience

  • Postdoctoral Fellow, Computer Networks Laboratory, McGill University, June 2013 -- July 2014
       – Currently working on a project in collaboration with Defense Research and Development Canada (DRDC) to develop a distributed tracking algorithm for underwater acoustic sensor networks
       – Used data exploration and statistical modelling techniques on sensor data collected by DRDC

Published 1 conference paper; another conference paper in review

  • Research Assistant, Computer Networks Laboratory, McGill University, September 2007 -- May 2013
       – Developed fast and energy efficient decentralized algorithms for data aggregation in wireless sensor networks
       – Designed decentralized sequential Monte Carlo methods (based on Bayesian inference and particle filters)
       – Applied the developed methods to the distributed target tracking problem to estimate the location and speed of a highly maneuvering target in a decentralized fashion
       – Analyzed the convergence and scalability properties of the proposed algorithms by conducting numerical experiments and formulating theoretical bounds

Published 2 IEEE journal articles, 8 conference papers; 1 book chapter accepted to be published in a Springer-Verlag book (all first author, peer-reviewed)

  • Research Assistant, Bilkent University, September 2004 -- July 2007
       – Proposed a method for tuning parameters of controllers in computer networks, designed switching controllers
       – Implemented designed controllers in the discrete event simulator ns-2, which is based on C++ and Tcl

Published 1 invited journal article, 3 peer-reviewed conference papers (all first author)


Publications

A. Shahid, Üstebay, and M. J. Coates, "Distributed ensemble Kalman filtering", submitted to the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2014.

J. Y. Yu, Üstebay, S. Blouin,  M. G. Rabbat, and M. J. Coates, "Distributed underwater acoustic source localization and tracking", in 47th Annual Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, November 2013.

Üstebay, D.R. CastroM. J. Coates, and M. G. Rabbat"Distributed approximation and tracking using selective gossip", accepted for publication in Filtering from Undersampled Data with an Introduction to Compressed Sensing (editors: A. Carmi, L. Mihaylova, and S. Godsill), Springer-Verlag, 2013.

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.

Üstebay, D., and M. G. Rabbat"Top-k selective gossip", IEEE 13th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Cesme, June 2012.

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. 
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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. 
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Üstebay, D.B. N. OreshkinM. J. Coates, and M. G. Rabbat"Greedy gossip with eavesdropping", IEEE Transactions on Signal Processing, vol. 58, issue 7, pp. 3765 - 3776, July 2010. 
Üstebay, D.B. N. OreshkinM. J. Coates, and M. G. Rabbat"Multi-hop greedy gossip with eavesdropping", 12th International Conference on Information Fusion, Seattle, WA USA, pp. 140-145, July 2009. 
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Üstebay, D.R. Castro, and M. G. Rabbat"Selective gossip", 3rd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Aruba, Dutch Antilles, pp. 61-64, Dec. 2009. 
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Üstebay, D.B. N. OreshkinM. 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.
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Üstebay, D.B. N. OreshkinM. 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. 
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Üstebay, D.M. J. Coates, and M. G. Rabbat"Greedy gossip with eavesdropping", 3rd International Symposium on Wireless Pervasive Computing (ISWPC), Santorini, Greece, pp. 759-763, May 2008. 
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Üstebay, D., and H. Özbay"Switching Resilient PI Controllers for Active Queue Management of TCP Flows", IEEE International Conference On Networking, Sensing and Control, London, UK, April 2007. 

Üstebay, D., H. Özbay, and N. Gündeş, "A New PI and PID Control Design Method for Integrating Systems with Time Delays", Sixth WSEAS International Conference on Signal Processing, Robotics and Automation, Corfu, Greece, Feb. 2007.