Theoretical Foundations of Cyber-Physical Systems

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Optimization and Control

Our faculty are doing foundational research on many facets of optimization and control that are relevant to CPS and IoT systems:

  • Distributed and hierarchical control
  • Network Economics and Game Theory
  • Stochastic control and Markov Decision Processes
  • Distributionally robust optimization and control
  • Fractal-based optimization and control

Faculty Involved: Mihailo Jovanovic, Ketan Savla, Rahul Jain, Insoon Yang, Paul Bogdan

Information and Communication Theory

Our team includes expertise in

  • Network coding applied to communication and distributed computation
  • Ultra-wide band communication and localization
  • Multi-user distributed MIMO communications
  • Cognitive radio and white-spaces

Faculty Involved: Salman Avestimehr, Andreas Molisch, Konstantinos Psounis, Bhaskar Krishnamachari

Signal Processing

In this area, CCI faculty research has included pioneering works on

  • Graph signal processing
  • Nonconvex optimization methods for signal recovery

Faculty Involved: Antonio Ortega, Mahdi Soltanolkotabi

Design, Synthesis and Verification

In this area, CCI faculty research are working on

  • formal methods, with emphasis on logic, verification, and automated reasoning
  • Design methodogies for CPS systems using contracts, compositional methods, automated formal methods and optimization.

Faculty Involved: Chao Wang, Pierluigi Nuzzo