Research

My broad interests lie in the areas of signal processing for communications, distributed signal processing and networking.

  • Consensus-Based Distributed Estimation and Tracking Using Wireless Sensor Networks (WSNs). Related publications due to the work in collaboration with Yannis Schizas and Prof. Georgios Giannakis:

    Journal papers

    1. I. D. Schizas, G. Mateos and G. B. Giannakis, ``Distributed LMS for Consensus-Based In-Network Adaptive Processing,'' IEEE Transactions on Signal Processing. (Revised)

    Conference papers

    1. G. Mateos, I. D. Schizas and G. B. Giannakis, ``Closed-form MSE perfomance of the distributed LMS algorithm,'' Proc. of 13th DSP Wkshp., Marco Island, FL, Jan. 4-7, 2009. (Submitted)

    2. I. D. Schizas, G. Mateos and G. B. Giannakis, ``Stability analysis of the consensus-based distributed LMS algorithm,'' Proc. of Intl. Conf. on Acoustics, Speech and Signal Processing, Las Vegas, NV, March 30-April 4, 2008.

    3. I. D. Schizas, G. Mateos and G. B. Giannakis, ``Consensus-based distributed recursive least-squares estimation in ad hoc wireless sensor networks,'' Proc. of 41st Asilomar Conf. on Signals, Systems, and Computers, Pacific Grove, CA, Nov. 4-7, 2007.

    4. G. Mateos, I. D. Schizas and G. B. Giannakis, ``Consensus-based distributed least-mean square algorithm using wireless ad hoc networks,'' Proc. of 45th Allerton Conf., Univ. of Illinois at U-C, Monticello, IL, Sept. 26-28, 2007.