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

Authors :
Jinliang Shao
Wei Xing Zheng
Yuhua Cheng
Lei Shi
Source :
IEEE Transactions on Systems, Man, and Cybernetics: Systems. 51:7745-7751
Publication Year :
2021
Publisher :
Institute of Electrical and Electronics Engineers (IEEE), 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.

Details

ISSN :
21682232 and 21682216
Volume :
51
Database :
OpenAIRE
Journal :
IEEE Transactions on Systems, Man, and Cybernetics: Systems
Accession number :
edsair.doi...........a9a53ed256c19844cd8dc53cb59d0b09