Title
ADP based optimal tracking control for a class of linear discrete-time system with multiple delays.
Abstract
In this paper, a new optimal tracking control scheme for a class of linear discrete-time systems with multiple delays is proposed using an iterative adaptive dynamic programming algorithm. First, the minimum delays equivalent system of the original system with multiple delays is derived based on the coordinate transformation technique, and then the corresponding Bellman equation and Q-function are presented, respectively. Then, a model-free optimal tracking controller is designed to minimize the augmented quadratic performance index based on the adaptive dynamic programming algorithm, which without requiring any knowledge of the system dynamics. Simulation results show the effectiveness of the proposed control scheme.
Year
DOI
Venue
2016
10.1016/j.jfranklin.2016.03.012
Journal of the Franklin Institute
Field
DocType
Volume
Coordinate system,Dynamic programming,Control theory,Mathematical optimization,Performance index,Discrete time system,Control theory,Quadratic equation,Bellman equation,System dynamics,Mathematics
Journal
353
Issue
ISSN
Citations 
9
0016-0032
3
PageRank 
References 
Authors
0.41
0
4
Name
Order
Citations
PageRank
Yang Liu134820.98
H Zhang27027358.18
Yanhong Luo3101442.19
jian han414012.21