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Self-triggered MPC with performance guarantee using relaxed dynamic programming

Accepted version
Peer-reviewed

Type

Article

Change log

Authors

Lu, L 
Maciejowski, JM 

Abstract

This paper presents a self-triggered MPC controller design strategy for linear systems with state and input constraints. Based on the so-called relaxed dynamic programming inequality, the synthesis procedure determines 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 satis es a certain speci fied performance requirement without requiring stabilizing terminal constraints. A robust self-triggered MPC scheme, based on the tube-MPC idea, is also presented for linear systems with persistent bounded additive disturbances. Simulation examples illustrate the e ffectiveness of our proposed self-triggered MPC scheme.

Description

Keywords

Self-triggered control, Model predictive control, Relaxed dynamic programming, Tube-based MPC

Journal Title

Automatica

Conference Name

Journal ISSN

0005-1098
1873-2836

Volume Title

114

Publisher

Elsevier BV