A New Inverse Optimal Control Method for Discrete-time Systems


Almobaied M., Eksin İ. , Güzelkaya M.

12th International Conference on Informatics in Control Automation and Robotics (ICINCO), Alsace, France, 21 - 23 July 2015, pp.275-280 identifier

  • Publication Type: Conference Paper / Full Text
  • City: Alsace
  • Country: France
  • Page Numbers: pp.275-280

Abstract

This paper presents a new approach based on extended kalman filter (EKF) to construct a control lyapunov function (CLF). This function will be used in establishing the control law of inverse optimal control for discrete-time nonlinear systems. The main aim of the inverse optimal control is to avoid the solution of the difficult Hamilton-Jacobi-Bellman (HJB) equation which is resulted from the traditional solution of nonlinear optimal control problem. The relevance of the proposed scheme is illustrated through MATLAB simulation. The results show the effectiveness of the proposed method.