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Iterative learning based consensus control for distributed parameter multi-agent systems with time-delay.

Authors :
Lan, Yong-Hong
Wu, Bin
Shi, Yue-Xiang
Luo, Yi-Ping
Source :
Neurocomputing. Sep2019, Vol. 357, p77-85. 9p.
Publication Year :
2019

Abstract

This paper concerns about the iterative learning consensus control scheme for a class of multi-agent systems (MAS) with delay distributed parameter models. First, based on the framework of network topologies and using the nearest neighbor knowledge, a second-order iterative learning consensus control protocol is proposed. Next, under the proposed controller, a discrete dynamic system with respect to the iteration number variable is established and the consensus control problem is then converted to a stability problem of a discrete dynamic system. Furthermore, a sufficient condition for the convergence of the consensus errors between any two agents is obtained. Finally, the simulation examples illustrate the validity of the proposed method. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09252312
Volume :
357
Database :
Academic Search Index
Journal :
Neurocomputing
Publication Type :
Academic Journal
Accession number :
136690806
Full Text :
https://doi.org/10.1016/j.neucom.2019.04.064