Smooth Transition in Communication for Swarm Control with Formation Change

Dengxiu Yu, C. L.Philip Chen

Research output: Contribution to journalArticlepeer-review

53 Scopus citations

Abstract

In this article, we propose a smooth transition in communication for swarm control with formation change. The communication topology in a swarm is automatically constructed by the relation-invariable persistent formation, which is a method of a self-organized system. Based on the communication topology, intelligent units in swarm systems can solve difficult tasks which would be hardly completed by a single intelligent unit. Intelligent units in the swarm are controlled to realize swarm behaviors, such as aggregation, dispersion, and switching formation when the swarm moves. The switching function in the traditional swarm control with formation change is step function and the transient switching may result in communication failure, transient velocity change, energy waste, and actuator damage. To overcome transient switching in traditional methods, we design smooth transition in communication. The proposed method guarantees the intelligent units could be connected in the communication, which can ensure the communication security of swarm system during the process of communication topology changing. Introduction of smooth switching function in swam control makes it difficult to design the controller. The swarm control with smooth transition in communication, which is based on sliding mode control, is designed and analyzed. Finally, a simulation is carried out to verify the effectiveness of the proposed approaches.

Original languageEnglish
Article number8979343
Pages (from-to)6962-6971
Number of pages10
JournalIEEE Transactions on Industrial Informatics
Volume16
Issue number11
DOIs
StatePublished - Nov 2020

Keywords

  • Relation-invariable persistent formation (RIPF)
  • sliding mode control
  • smooth switching function
  • smooth transition
  • swarm control

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