Title :
Inverse optimal control problem for bilinear systems: Application to the inverted pendulum with horizontal and vertical movement
Author :
Kanazawa, Masao ; Nakaura, Shigeki ; Sampei, Mitsuji
Author_Institution :
Dept. of Mech. & Control Eng., Inst. of Technol., Tokyo, Japan
Abstract :
Inverse optimal design for bilinear systems is considered. The main result is that a nonlinear optimal feedback control law which minimizes a new quadratic cost function with nonlinear weight is obtained based on an inverse optimal control problem for bilinear systems. This inverse optimal control design is applied to the problem of the stabilization of the inverted pendulum on the cart which moves not only in the horizontal direction but also in the vertical direction. This inverted pendulum system can be transformed into a bilinear system by using input transformation and coordinate transformation focused on the center of percussion of the pendulum. It is theoretically shown that the proposed nonlinear optimal feedback controller has higher control performance than a conventional linear optimal controller for the linear approximation system. Furthermore, it is shown by numerical simulations that the control performance of the pendulum is improved by utilizing the vertical movement of the pendulum.
Keywords :
control system synthesis; feedback; linear systems; nonlinear systems; optimal control; pendulums; bilinear systems; coordinate transformation; horizontal movement; input transformation; inverse optimal control design; inverted pendulum; nonlinear control; nonlinear weight; numerical simulations; optimal feedback controller; quadratic cost function; stabilization; vertical movement; Adaptive control; Control systems; Cost function; Feedback control; Linear approximation; Linear feedback control systems; Nonlinear control systems; Nonlinear systems; Numerical simulation; Optimal control;
Conference_Titel :
Decision and Control, 2009 held jointly with the 2009 28th Chinese Control Conference. CDC/CCC 2009. Proceedings of the 48th IEEE Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-3871-6
Electronic_ISBN :
0191-2216
DOI :
10.1109/CDC.2009.5399912