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Scaled Tracking Consensus in Discrete-Time Second-Order Multiagent Systems With Random Packet Dropouts.

Authors :
Shi, Lei
Zheng, Wei Xing
Shao, Jinliang
Cheng, Yuhua
Source :
IEEE Transactions on Systems, Man & Cybernetics. Systems; Dec2021, Vol. 51 Issue 12, p7745-7751, 7p
Publication Year :
2021

Abstract

This article focuses on the issue of scaled tracking consensus for discrete-time second-order multiagent systems under random packet dropouts, where the cases with a static leader and a dynamic leader are considered, respectively. The scaled tracking consensus means that all agents reach a consensus value determined by the leader but with different scales, and the phenomenon of packet dropout on each communication link is described as a Bernoulli variable independent of other communication links. By virtue of random environment-based scaled consensus algorithms, it is shown how to reconstruct the original system into augmented error systems with random coefficient matrices. With the kind assistance of substochastic matrix and super-stochastic matrix, sufficient conditions for the cases with a static leader and a dynamic leader are derived, respectively. Moreover, computer simulations are performed to demonstrate the dynamics of network agents under random packet dropouts. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
21682216
Volume :
51
Issue :
12
Database :
Complementary Index
Journal :
IEEE Transactions on Systems, Man & Cybernetics. Systems
Publication Type :
Academic Journal
Accession number :
153731289
Full Text :
https://doi.org/10.1109/TSMC.2020.2983133