LQ Synchronization of Discrete-Time Multiagent Systems : A Distributed Optimization Approach

Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

3 Scopus Citations
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Detail(s)

Original languageEnglish
Article number8691518
Pages (from-to)5183-5190
Journal / PublicationIEEE Transactions on Automatic Control
Volume64
Issue number12
Online published15 Apr 2019
Publication statusPublished - Dec 2019

Abstract

The linear quadratic (LQ) synchronization problem for multiagent systems is solved by developing a distributed algorithm. It is the first time in the literature to formulate the LQ synchronization problem consisting of auxiliary synchronization state variables in discrete time with a finite horizon. The solution to this LQ synchronization problem is first considered in a centralized setting by leveraging connections to an alternating direction method of multiplier and then extended to a distributed setting, in which the individual agents control inputs can be computed independently, thereby making the solution scalable. Numerical examples for both homogeneous and heterogeneous multiagent systems are given to demonstrate the effectiveness of the proposed method.

Research Area(s)

  • Synchronization, Optimization, Multi-agent systems, Heuristic algorithms, Topology, Transient response, Indexes, Control system, distributed optimization, heterogeneous system, synchronization, CONSENSUS, FEEDBACK