Title :
Synthesis of self-triggered receding horizon controllers: A relaxed dynamic programming approach
Author :
Lu, Liang ; Lee, Jay H.
Author_Institution :
Department of Chemical and Biomolecular Engineering (BK21 Plus Program), Korea Advanced Institute of Science and Technology, Daejeon, Korea
Abstract :
This paper presents a self-triggered MPC controller design strategy for constrained linear systems. Based on the so-called relaxed dynamic programming inequality, the synthesis procedure allows us to determine both the updated MPC control action and the next triggering time. The resulting self-triggered MPC control law preserves stability and constraint satisfaction and also satisfy certain a priori chosen performance requirements. An illustrative example shows the effectiveness of this self-triggered MPC implementation.
Keywords :
Asymptotic stability; Dynamic programming; Optimal control; Optimization; Stability analysis; Trajectory; Upper bound; Model Predictive Control; Relaxed Dynamic Programming; Self-triggered Control;
Conference_Titel :
Control Conference (CCC), 2015 34th Chinese
Conference_Location :
Hangzhou, China
DOI :
10.1109/ChiCC.2015.7259643