Publications of Vikram Krishnamurthy

Publications by area

• Sensor Networks, Sensor Management and Scheduling: Constrained Markov Decision Processes, Partially Observed Markov Decision Processes (POMDPs), Integrated Target Tracking and Sensor Management, Structural Results such as monotone policies, Multi-armed bandits. Multifunction radars, Stochastic context free grammars, Bandwidth constrained target tracking, Game Theoretic Missile deflection. Meta-level Sensor Management. Social learning in Sensor Networks.

• Cognitive Radio Networks and Cross-Layer Optimization in Wireless Networks : Dynamic Spectrum Access, Game Theoretic Methods for Spectrum Access; Interaction between Physical & MAC layer, Admission Control, Transmission Scheduling.

• Biological Ion Channels (Nanotubes) Signal Processing for Ion Channels, Protein Dynamics and Permeation, Biosensors.

• Stochastic Analysis : Stochastic Filtering Theory, Ito Calculus, Weak Convergence, Stochastic Approximation Algorithms

• Statistical Inference for Stochastic Dynamical Systems: Hidden Markov Models, Expectation Maximization Algorithms Statistical Inference, Jump Markov Linear Systems, Markov Chain Monte-Carlo, Particle filters. (Note: I do not work in this area any longer.)

• Miscellaneous Areas: Quantum Computing, Computer Science, Neural Networks, (Note: I occasionally dabble in computer science related stuff. A lot of this is in collaboration with my father E.V. Krishnamurthy who is a well known applied mathematician/computer scientist.)

List of all journal publications

Recent Results

Books and Book Chapters