Interests

  • Dynamical systems and control

  • Intention identification in human-robot applications

  • Fault and Attack detection in cyber-physical systems (CPS)

  • System identification and model verification

  • Estimation theory and Kalman filter

  • Optimization (convex, mixed-integer, polynomial)

  • Large penetration of renewable energy sources into smart grids from security issues to market challenges.

  • Game theory

  • Machine learning

  • Statistical pattern recognition

  • Digital signal & image processing

  • Compressive sensing, subspace clustering, matrix completion