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  5. Linear quadratic optimal consensus of discrete-time multi-agent systems with optimal steady state: A distributed model predictive control approach

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Article
English
2021

Linear quadratic optimal consensus of discrete-time multi-agent systems with optimal steady state: A distributed model predictive control approach

0 Datasets

0 Files

English
2021
Automatica
Vol 127
DOI: 10.1016/j.automatica.2021.109505

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Guanrong Chen
Guanrong Chen

City University Of Hong Kong

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Qishao Wang
Zhisheng Duan
Yuezu Lv
+2 more

Abstract

This paper develops a distributed model predictive control algorithm for linear quadratic optimal consensus of discrete-time multi-agent systems. The consensus state and control sequence are both optimized at every predictive step on a finite horizon and then implemented in the real system. The stability of the closed-loop system is analyzed, establishing a distributed consensus condition depending only on individual agent’s local parameters. The consensus condition is then relaxed for controllable systems, making it easy to choose the weighted matrices and control period for each agent. The proposed algorithm is applied to the formation control of multi-vehicle systems verified by numerical simulations.

How to cite this publication

Qishao Wang, Zhisheng Duan, Yuezu Lv, Qingyun Wang, Guanrong Chen (2021). Linear quadratic optimal consensus of discrete-time multi-agent systems with optimal steady state: A distributed model predictive control approach. Automatica, 127, pp. 109505-109505, DOI: 10.1016/j.automatica.2021.109505.

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Publication Details

Type

Article

Year

2021

Authors

5

Datasets

0

Total Files

0

Language

English

Journal

Automatica

DOI

10.1016/j.automatica.2021.109505

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