articleIEEE Transactions on Automatic ControlMay 1, 2007Closed access

Flocking in Fixed and Switching Networks

University of New Mexico · University of Pennsylvania

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Abstract

This note analyzes the stability properties of a group of mobile agents that align their velocity vectors, and stabilize their inter-agent distances, using decentralized, nearest-neighbor interaction rules, exchanging information over networks that change arbitrarily (no dwell time between consecutive switches). These changes introduce discontinuities in the agent control laws. To accommodate for arbitrary switching in the topology of the network of agent interactions we employ nonsmooth analysis. The main result is that regardless of switching, convergence to a common velocity vector and stabilization of inter-agent distances is still guaranteed as long as the network remains connected at all times.

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Topics & keywords

Keywords
  • Flocking (texture)
  • Convergence (economics)
  • Network topology
  • Computer science
  • Classification of discontinuities
  • Topology (electrical circuits)
  • Multi-agent system
  • k-nearest neighbors algorithm
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