Rapid formation of multi-agent based on computational geometry algorithm

Jia Fu*, Meiling Wang, Yi Yang, Peide Zhou

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

2 Citations (Scopus)

Abstract

This paper presents a multi-robot rapid line formation and obstacle avoidance algorithm, which is based on computational geometry algorithm, and this can greatly reduces the computational complexity. The paper studies the multi-robot system which possesses a communicative mechanism and an arbitrarily displaced initial state. The specific research establishes a convex hull of the multi-robot system, which is based on computational geometry algorithm, determines the convex hull diameter and the location of the straight line formation. It introduces the 'spring force' to deal with the coordination of the robots, meanwhile it puts forward the concept of 'gully' to model the line formation problem, and uses tangent method in computational geometry algorithm to determine the path to avoid obstacles. The proposed algorithm allows multi-robots to quickly form in a straight line and complete the obstacle avoidance, and its advantage is the small computational complexity and good real-time efficiency.

Original languageEnglish
Title of host publicationProceedings of the 29th Chinese Control Conference, CCC'10
Pages4647-4651
Number of pages5
Publication statusPublished - 2010
Event29th Chinese Control Conference, CCC'10 - Beijing, China
Duration: 29 Jul 201031 Jul 2010

Publication series

NameProceedings of the 29th Chinese Control Conference, CCC'10

Conference

Conference29th Chinese Control Conference, CCC'10
Country/TerritoryChina
CityBeijing
Period29/07/1031/07/10

Keywords

  • Computational geometry algorithm
  • Gully model
  • Line formation
  • Multi-robot
  • Spring force

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