Dynamic coverage control in unicycle multi-robot networks under anisotropic sensing

Research output: Contribution to journalArticle

Abstract

This paper considers dynamic coverage control for non-holonomic agents along with collision avoidance guarantees. The novelties of the approach rely on the consideration of anisotropic sensing, which is realized via conic sensing footprints and sensing (coverage) functions for each agent, and on a novel form of avoidance functions. The considered sensing functions encode field-of-view and range constraints, and also the degradation of effective sensing close to the boundaries of the sensing footprint. Thus, the proposed approach is suitable for surveillance applications where each agent is assigned with the task to gather enough information, such as video streaming in an obstacle environment. The efficacy of the approach is demonstrated through simulation results.

Original languageEnglish (US)
Article number3
JournalFrontiers Robotics AI
Volume2
Issue numberMAR
DOIs
StatePublished - Jan 1 2015

Keywords

  • Collision avoidance
  • Cooperative control
  • Coverage algorithms
  • Multi-agent systems
  • Vision-based control

ASJC Scopus subject areas

  • Computer Science Applications
  • Artificial Intelligence

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