Data-driven Optimal Control with Data Loss

This paper presents a data compensation method to obtain the solution of a data-driven approach Lyapunov equation with data loss. By applying this method, the optimal control problems for continuous-time linear systems with partially known parameters can be solved with limited data information. A numerical simulation is performed to demonstrate the solution.