A Consensus Protocol over Noisy Two‐Layered Networks with Cooperative and Antagonistic Interactions. Issue 1 (14th June 2017)

• Record Type: Journal Article
• Authors: Nguyen, L. T. H.; Wada, T.; Masubuchi, I.; Asai, T.; Fujisaki, Y.
• Is Part Of: Asian journal of control. Volume 20:Issue 1(2018)
• Page Start: 548
• Page End: 557
• Publication Date: 2017-06-14
• Subjects: Consensus algorithm -- multi‐agent systems -- cooperative and antagonistic interactions; Automatic control -- Periodicals; Control theory -- Periodicals; 629.805
• DOI: 10.1002/asjc.1554
• Languages: English
• ISSNs: 1561-8625

Abstract

Abstract: This study is concerned with the consensus problems of multi‐agent systems with cooperative and antagonistic noisy interactions described by two‐layered network. That is, each agent is simultaneously influenced by the force of attraction and repulsion between each neighboring agents in cooperative and antagonistic layers. A distributed algorithm for achieving the consensus in a probabilistic sense is proposed and its sufficient conditions are clarified. The conditions tell us rigorous stopping rules which enable us to know the number of iterations that achieves consensus within a prespecified accuracy and probability. Some applications of consensus problems with cooperative and antagonistic interactions are shown through numerical examples.