Skip to main navigation Skip to search Skip to main content

Pigeon flock interaction pattern switching model and its synchronization analysis

  • China Aerospace Science and Technology Corporation
  • Peng Cheng Laboratory
  • China Aviation Industry Corporation

Research output: Contribution to journalArticlepeer-review

Abstract

Taking Columba livia as the research object, we summarized the dual-mode decision-making, mode-switch-ing, and dominant individual principles in the homing mechanism of pigeons to establish a pigeon flock interaction pattern switching model. In the model, the neighbor set and alignment weight in dual mode were set by mimicking the dual-mode decision-making principle, the switching rule based on the curvature of the group trajectory was set by mimicking the mode-switching principle, and the collection of higher-rank individuals was set by mimicking the dominant individual principle. On the basis of LaSalle’s invariant set theory, the conditions under which the pigeon flock can approach the target with collision-free and synchronous formations are given. Monte Carlo simulation was used to analyze the influ-ence of different parameters on the model characteristics. Results show that the synchronization of the model can be en-sured by setting the appropriate number of individuals, number of higher-rank individuals, and maximum velocity.

Original languageEnglish
Pages (from-to)334-343
Number of pages10
JournalCAAI Transactions on Intelligent Systems
Volume15
Issue number2
DOIs
StatePublished - Mar 2020

Keywords

  • collective motion
  • egalitarian interaction pattern
  • heterogeneous group
  • hierarchical interaction pattern
  • interaction pattern switching
  • pigeon flock
  • swarm intelligence
  • synchronization

Fingerprint

Dive into the research topics of 'Pigeon flock interaction pattern switching model and its synchronization analysis'. Together they form a unique fingerprint.

Cite this