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Automatic Generation of Persistent Formations for Multi-agent Networks Under Range Constraints
Authors:Brian S Smith  Magnus Egerstedt  Ayanna Howard
Affiliation:(1) School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA
Abstract:In this paper we present a collection of graph-based methods for determining if a team of mobile robots, subjected to sensor and communication range constraints, can persistently achieve a specified formation. What we mean by this is that the formation, once achieved, will be preserved by the direct maintenance of the smallest subset of all possible pairwise inter-agent distances. In this context, formations are defined by sets of points separated by distances corresponding to desired inter-agent distances. Further, we provide graph operations to describe agent interactions that implement a given formation, as well as an algorithm that, given a persistent formation, automatically generates a sequence of such operations. Experimental results are presented that illustrate the operation of the proposed methods on real robot platforms.
Keywords:multi-agent network  formations  formation control  graph-based control  decentralized control  persistent graphs  rigid graphs  graph operations
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