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An Overview of Recent Progress in the Study of Distributed Multi-Agent Coordination

IEEE Transactions on Industrial Informatics · 2012 · Vol. 9(1) · pp. 427–438
Yongcan CaoWenwu YuWei RenGuanrong Chen

Abstract

This paper reviews some main results and progress in distributed multi-agent coordination, focusing on papers published in major control systems and robotics journals since 2006. Distributed coordination of multiple vehicles, including unmanned aerial vehicles, unmanned ground vehicles, and unmanned underwater vehicles, has been a very active research subject studied extensively by the systems and control community. The recent results in this area are categorized into several directions, such as consensus, formation control, optimization, and estimation. After the review, a short discussion section is included to summarize the existing research and to propose several promising research directions along with some open problems that are deemed important for further investigations.

Distributed Control Multi-Agent SystemsUAV Applications and OptimizationRobotic Path Planning AlgorithmsRoboticsComputer scienceDistributed computingMulti-agent systemOpen researchControl (management)Special sectionSystems engineeringRemotely operated underwater vehicleArtificial intelligence
Citations
2,363
FWCI
130.51
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References
319
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References
Reaching a Consensus
Journal of the American Statistical Association · 1974 · 3,451 citations
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Novel Type of Phase Transition in a System of Self-Driven Particles
Physical Review Letters · 1995 · 7,265 citations
Products of indecomposable, aperiodic, stochastic matrices
Proceedings of the American Mathematical Society · 1963 · 486 citations
Distributed Subgradient Methods for Multi-Agent Optimization
IEEE Transactions on Automatic Control · 2009 · 3,647 citations
Consensus seeking in multiagent systems under dynamically changing interaction topologies
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