Vikram Krishnamurthy
Professor, Electrical & Computer Engineering,
Cornell University, Ithaca, NY, 14853, USA.
Also: Center for Applied Math, and Mechanical & Aerospace Engineering.
Dr. Krishnamurthy is a Fellow of IEEE, served as distinguished lecturer for the IEEE Signal Processing Society, Editor in Chief of IEEE Journal Selected Topics in Signal Processing. He was awarded an honorary doctorate from KTH, Sweden. From 2002–2016, he was a Canada Research Chair professor at University of British Columbia, Canada. He served as Technical Program Co-chair of ICASSP 2013. He has given plenary lectures at IEEE Control and Decision Conference, International Conference on Information Fusion, IEEE Statistical Signal Processing Workshop, GameNets.
Books
- Partially Observed Markov Decision Processes (2nd Edition)
NEW – Cambridge University Press, 2025.
A vastly expanded, comprehensive textbook on Bayesian filtering, structural results for POMDPs, reinforcement learning, and inverse reinforcement learning. Click on the above link for instructional material. - Dynamics of Engineered Artificial Membranes & Biosensors, Cambridge University Press, 2018.
- Interactive Sensing and Decision Making in Social Networks, Foundations and Trends in Signal Processing, 2014. (download)
Research
Fundamentals: Statistical signal processing, stochastic control (POMDPs), stochastic optimization, inverse reinforcement learning.
Applications: modeling and analysis of social networks comprising LLMs and humans, adaptive sensing and cognitive radar, biological ion channels and biosensors.