The current research activities of the laboratory cover a wide range of theoretical and applied areas in Learning, Adaptation, and Layered Intelligent Systems, Communication Science and Systems, Control Theory, Estimation and Signal Processing, Algorithms, and Perceptual Systems and Machine Learning.
These areas are broadly characterized as follows:
- Systems, Detection, Estimation & Optimization
The following interdisciplainary research groups are established within LIDS for research in two of the above areas:
– The Stochastic Systems Group (SSG), led by Prof. Alan Willsky, focus of research is on the development of statistically-based algorithms and methodologies for complex problems of information extraction from signals, images, and other sources of data.