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On Multirobot Path Planning Based on Petri Net Models and LTL Specifications

Sofia Huştiu, Cristian Mahulea, Marius Kloetzer, Jean-Jacques Lesage

发表年份
2024
引用次数
8

摘要

This paper proposes a method exploiting the advantages of Petri net (PN) and Büchi automata models, by joining them in a newly defined <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">Composed Petri net</i> representation. Based on the latter model, collision-free trajectories are computed for a team of robots. The path planning algorithm is divided into two steps: computing a solution in a reduced PN model, and projecting it to the PN assigned to the environment. The results, given by a set of Mixed Integer Linear Programming (MILP) problems, yield lower computational complexity when compared with previous approaches.

关键词

Petri netComputer sciencePath (computing)Motion planningNet (polyhedron)Stochastic Petri netReal-time computingDistributed computingProgramming languageArtificial intelligence

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