Title :
Calculating the terminal region of NMPC for Lure systems via LMIs
Author :
Böhm, Christoph ; Raff, Tobias ; Findeisen, Rolf ; Allgöwer, Frank
Author_Institution :
Inst. for Syst. Theor. & Autom. Control, Univ. of Stuttgart, Stuttgart
Abstract :
One way to guarantee stability in nonlinear model predictive control (NMPC) is to calculate a suitable stabilizing terminal penalty term and terminal region. This is in general a difficult task. In this paper a structured approach to overcome this problem for the class of Lure systems subject to state and input constraints is provided. In particular, the terminal penalty term and the terminal region are computed by solving a set of LMIs. The example of a flexible joint robotic arm illustrates the results of this paper.
Keywords :
linear matrix inequalities; manipulators; nonlinear control systems; predictive control; stability; LMI; flexible joint robotic arm; lure systems; nonlinear model predictive control stability; stabilizing terminal penalty; terminal region; Automatic control; Control systems; Cost function; Nonlinear control systems; Optimal control; Predictive control; Predictive models; Robots; Sampling methods; Stability;
Conference_Titel :
American Control Conference, 2008
Conference_Location :
Seattle, WA
Print_ISBN :
978-1-4244-2078-0
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2008.4586644