Research Interests
- Statistical and sparse signal processing
- Machine learning and big data analytics
- Controlled sensing and stochastic control
- Optical signal processing
- Neurological modeling and brain computer interfacing
- Security of cyber-physical systems
- Cooperative communications and dynamic spectrum sharing
Ongoing Research Projects
- Inference-Driven Data Processing and Acquisition: Scalability, Robustness and Control (NSF)
- Development of Diffraction-Free Space-Time Optical Beams (ONR)
- Advanced Ion Channel Models for Neurological Signal Processing (NSF)
Professional Activities
- Senior Member, IEEE
- Technical Committee Member, Machine Learning for Signal Processing (MLSP), 2017-Present.
- Vice Chair, Machine Learning and Adaptive Signal Processing Track, Asilomar Conference on Signals Systems and Computers,
- NSF Panel Reviewer
- Technical reviewer for IEEE Transactions on Signal Processing, Information Theory, IEEE Signal Processing Magazine, IEEE Signal Processing Letters, IEEE/ACM Transactions on Networking, Algorithmica
- Organizer and Chair of the GlobalSIP Symposium on Controlled Sensing for Inference: Applications, Theory and Algorithms, 2013.