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Manohar Murthi

Photo of Manohar Murthi

Manohar Murthi

Associate Professor | College of Engineering | Electrical & Computer Engineering Department
Work Phone: (305) 284-3342/4044


Resume
Intranet

Research Interests

Speech & Audio Signal Processing, Statistical Signal Processing, Data Fusion & Learning, Networks

HIGHER EDUCATION

    • University of California at San Diego, Ph.D. in Electrical Engineering. (1999)
    • University of California at San Diego, M.S. in Electrical Engineering. (1992)
    • University of California at Berkeley, B.S. in Electrical Engineering and Computer Science. (1990)

EXPERIENCE

    • University of Miami, Associate Professor. College of Engineering (2009 - Present)
    • University of Miami, Assistant Professor. College of Engineering (2002 - 2009)
    • Royal Institute of Technology (KTH, Stockholm, Sweden), Postdoctoral Researcher. (1999 - 2000)

PUBLICATIONS

  • Juried or Refereed Journal Articles or Exhibitions

    • Dabarera, R., Premaratne, K., Narayanamurthi, M., Sarkar, D. (2016).Consensus in the Presence of Multiple Opinion Leaders: Effect of Bounded Confidence. IEEE Transactions on Signal and Information Processing Over Networks, 2, 336-349.
    • Wickramarathne, T. L., Premaratne, K., Murthi, M. N., Chawla, N. V., Narayanamurthi, M. (2014).Convergence Analysis of Iterated Belief Revision in Complex Fusion Environments. IEEE Journal of Selected Topics in Signal Processing, vol. 8, no. 4, 598-612.
    • Giacobello, D., Christensen, M. G., Jensen, T. L., Murthi, M. N., Jensen, S. H., Moonen, M., Narayanamurthi, M. (2014).Stable 1-Norm Error Minimization Based Linear Predictors for Speech Modeling. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 22, 912-922.
    • Wickramarathne, T. L., Premaratne, K., Murthi, M. N., Narayanamurthi, M. (2013).Towards efficient computation of the Dempster-Shafer belief theoretic conditionals. IEEE Transactions on Cybernetics, 43 (2), 712-724.
    • Giacobello, D., Christensen, M. G., Murthi, M. N., Jensen, S. H., Moonen, M., Narayanamurthi, M. (2012).Sparse Linear Prediction and Its Applications to Speech Processing. IEEE Transactions on Audio, Speech, and Language Processing, 20, no. 5, 1644-1657.
    • Dogahe, B. M., Murthi, M. N., Fan, X., Premaratne, K., Narayanamurthi, M. (2010).A Distributed Congestion and Power Control Algorithm to Achieve Bounded Average Queuing Delay in Wireless Networks. Telecommunication Systems Journal (Springer), 44, 307-320.
    • Giacobello, D. G., Christensen, M. G., Murthi, M. N., Jensen, S. H., Moonen, M., Narayanamurthi, M. (2010).Retrieving Sparse Patterns using a Compressed Sensing Framework: Applications to Speech Coding based on Sparse Linear Prediction. IEEE Signal Processing Letters, 17, no. 1, 103-106.
    • Arildsen, T. A., Murthi, M. N., Andersen, S. V., Jensen, S. H., Narayanamurthi, M. (2009).On Predictive Coding for Erasure Channels Using a Kalman Framework. IEEE Transactions on Signal Processing, 57, no. 11, 4456-4466.
    • Liu, J., Lu, K., Cai, X., Murthi, M. N., Narayanamurthi, M. (2009).Regenerative Cooperative Diversity with Path Selection and Equal Power Consumption in Wireless Networks. IEEE Transactions on Wireless Communications, 8, no. 8, 3926-3932.
    • Chen, M., Zhang, J., Murthi, M. N., Premaratne, K., Narayanamurthi, M. (2009).Delay-Based TCP Congestion Avoidance: A Network Calculus Interpretation and Performance Improvements. Computer Networks (Elsevier), 54, issue 9, 1319-1340.
    • Chen, M., Fan, X., Murthi, M. N., Wickramarathna, T. D., Premaratne, K., Narayanamurthi, M. (2009).Normalized Queueing Delay: Congestion Control Jointly Utilizing Delay and Marking. IEEE/ACM Transactions on Networking, 17, no. 2, 618-631.
    • Ranasingha, M. C., Murthi, M. N., Premaratne, K., Fan, X., Narayanamurthi, M. (2009).Transmission Rate Allocation in Multi-Sensor Target Tracking over a Shared Network. IEEE Transactions on Systems, Man, and Cybernetics‰ÛÓPart B: Cybernetics, 39, no. 2, 348-362.
    • Subasingha, S., Murthi, M. N., Andersen, S. V., Narayanamurthi, M. (2009).?Gaussian Mixture Kalman Predictive Coding of Line Spectral Frequencies. IEEE Transactions on Audio, Speech, and Language Processing, 17, no. 2, 379-391.
    • Ekman, L. A., Kleijn, W. B., Murthi, M. N., Narayanamurthi, M. (2008).Regularized Linear Prediction of Speech. IEEE Transactions on Audio, Speech, and Language Processing, 16, no. 1, 65-73.
    • Rodbro, C., Murthi, M. N., Andersen, S. V., Jensen, S. H., Narayanamurthi, M. (2006).Hidden Markov Model Based Packet Loss Concealment for Voice over IP. IEEE Transactions on Audio, Speech and Language Processing, 14, no. 5, 1609-1623.
    • Murthi, M. N., Rao, B. D., Narayanamurthi, M. (2000).All-pole modeling of speech based on the minimum variance distortionless response spectrum. IEEE Transactions on Speech and Audio Processing, 8, no. 3, 221-239.
  • Book Chapters

    • Wickramarathne, T. L., Premaratne, K., Murthi, M. N., Narayanamurthi, M., (2015). Dynamics of Consensus Formation Among Agent Opinions. Multisensor Data Fusion: From Algorithms and Architectural Design to Applications -- Chapter: 21 (pp. 363-382). CRC Press.