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Collision-Free Formation Tracking of Multi-Agent Systems Under Communication Constraints

Syed Ali Ajwad, Emmanuel Moulay, Michaël Defoort, Tomas Ménard, Patrick Coirault

2020IEEE Control Systems Letters46 citationsDOIOpen Access PDF

Abstract

This letter deals with the problem of collision-free formation tracking of second-order Multi-Agent Systems (MAS) under communication constraints. It is assumed that an agent can only transmit its position to its neighbors at asynchronous and aperiodic discrete time instants. Velocity and acceleration of the agents are not available. Moreover, the dynamics of the leader can be controlled through an external input. Using continuous-discrete time observers, an output feedback formation controller is designed to drive the agents to a desired formation shape and to ensure that the formation tracks the leader trajectory under directed communication topology. A potential function based mechanism is incorporated into the proposed formation tracking algorithm to avoid collision between agents. The simulation results have shown the efficacy of the proposed algorithm.

Topics & Concepts

Tracking (education)Computer scienceCollisionTracking systemDistributed computingHuman–computer interactionComputer securityArtificial intelligencePsychologyKalman filterPedagogyDistributed Control Multi-Agent SystemsGuidance and Control SystemsModular Robots and Swarm Intelligence
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