Milos Doroslovacki

Milos Doroslovacki
Title:
Associate Professor
Office:
SEH 6620 | Office hours: By appointment
Phone:
202-994-6916
Email:
doroslov@gwu.edu

 

Professor Milos Doroslovacki conducts research in signal processing, communication signals and systems, discrete-time signal and system theory, and wavelets and their applications. Recent projects have been centered on adaptive wavelet-based echo cancellation for voice transmission over digital networks, attitude rate estimation using GPS, and techniques for automatic identification of modulations.

 

  • B.S., University of Belgrade, 1979
  • M.S., University of Belgrade, 1984
  • Ph.D., University of Cincinnati, 1994
  • Signal and Image Processing
  • Systems and Controls & Communications
  • Networks
  • G. Venkataramani, J. Chen,  M. Doroslovački, "Detecting Hardware Covert Timing Channels," IEEE Micro, pp. 17-27, 2016.
  • M. Bari, M. Doroslovački, "Distinguishing CPFSK From QAM and PSK Modulations," Circuits, Systems, Signal Processing, vol. 35, no. 4, pp. 1355-1375,  2016.
  • K. T. Wagner, M. I. Doroslovački, "Distributed LMS Estimation of Scaled and Delayed Impulse Responses," 2016 IEEE International Conference on Acoustics, Speech, and Signal Processing, Shanghai,China, pp. 4154-4158, 2016.
  • K. Wagner, M. Doroslovački, “Proportionate-type Normalized Least Mean Square Algorithms,” Wiley-ISTE, 2013.
  • H. Asfour, L. M. Swift, N. Sarvazyan, M. Doroslovački, M. W. Kay, "Signal Decomposition of Transmembrane Voltage-Sensitive Dye Fluorescence Using a Multi-Resolution Wavelet Analysis," IEEE Transactions on Biomedical Engineering, vol. 58, no. 7, pp. 2083-2093, 2011
  • K. Wagner and M. Doroslovački, "Probability density of weight deviations given preceding weight deviations for proportionate-type LMS adaptive algorithms," IEEE Signal Processing Letters, Vol. 18, No. 11, pp. 667-670, November 2011.
  • H. Assfur, L. M. Swift, N. Sarvazyan, M. Doroslovački, M. W. Kay, "Signal decomposition of transmembrane voltage-sensitive dye fluorescence using a multi-resolution wavelet analysis," IEEE Transactions on Biomedical Engineering, Vol. 58, No. 7, pp. 2083-2093, July 2011.
  • K. Wagner and M. Doroslovački, "Proportionate-type normalized least mean square algorithms with gain allocation motivated by mean-square-error minimization for white input," IEEE Transaction on Signal Processing, Vol. 59, No. 5, pp. 2410-2415, May 2011.
  • K. Wagner and M. Doroslovački, "On proportionate-type NLMS algorithms for fast decay of output error at all times," Proc. 43th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, Nov. 1 - 4, 2009.
  • X. (S.) Lin, A. W. H. Khong, M. Doroslovački, and P. A. Naylor, "Frequency-domain adaptive algorithm for network echo cancellation in VoIP," EURASIP Journal on Audio, Speech, and Music Processing, Vol. 2008, Article ID 156960, 9 pages, doi:10.1155/2008/156960, May 18, 2008.
  • H. Mustafa and M. Doroslovački, "Expansion of cumulant-based classifier to frequency shift keying modulations and to the use of support vector machines," European Transactions on Telecommunications, Vol. 19, No. 1, pp. 23-28, January - February 2008, published online April 23, 2007, doi: 10.1002/ett.1220.
  • W. Wasylkiwskyj, I. Kopriva, and M. Doroslovački, "Image frequency suppression in frequency-scanned direction-of-arrival estimation systems," IET Proc. - Radar Sonar Navig., Vol. 1, No. 3, pp. 191-197, June 2007.
  • W. Wasylkiwskyj, I. Kopriva, M. Doroslovački, and A. Zaghloul, "A new root-based direction finding algorithm," Radio Science, Vol. 42, No. 2, RS2S90, doi:10.1029/2004RS003147, April 2007.
  • H. Deng and M. Doroslovački, "Wavelet-based MPNLMS adaptive algorithm for network echo cancellation," EURASIP Journal on Audio, Speech, & Music Processing: Special Issue on Adaptive Partial-Update and Sparse System Identification, Vol. 2007, article ID 96101, 5 pages, doi: 10.1155/2007/96101, March 2007.
  • H. Deng and M. Doroslovački, "Proportionate adaptive algorithms for network echo cancellation," IEEE Trans. Signal Processing, Vol. 54, No. 5, pp. 1794-1803, May 2006.
  • M. Doroslovački and H. Deng, "On convergence of proportionate-type NLMS adaptive algorithms," Proc. of the 2006 IEEE International Conference on Acoustics, Speech & Signal Processing, Vol. 3, pp. 105-108, Toulouse, France, May 14 - 19, 2006.
  • M. I. Doroslovački and E. G. Larsson, "Nonuniform linear antenna arrays minimizing Cramer-Rao bounds for joint estimation of single source range and direction of arrival," IEE Proc. - Radar Sonar Navig., Vol. 152, No. 4, pp. 225-231, August 2005.
  • H. Deng and M. Doroslovački, "Improving convergence of the PNLMS algorithm for sparse impulse response identification," IEEE Signal Processing Letters, pp. 181-184, Vol. 12, No. 3, March 2005.
  • General Chair, Asilomar Conference on Signals, Systems, and Computers, 2012
  • Technical Program Chair, Asilomar Conference on Signals, Systems, and Computers, 2010
  • Consultant for Aker Kvaerner Subsea Limited, Aberdeen, UK; Texas Instruments.
  • Reviewer for many professional journals (including several IEEE transactions)
  • Reviewer for many professional conferences (including several IEEE and EURASIP ones)