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Published on: January 19, 2019
Collective motion patterns of swarms with delay coupling: Theory and experiment
Klementyna Szwaykowska1, Ira B Schwartz1, Luis Mier-Y-Teran Romero2
1U.S. Naval Research Laboratory, Code 6792, Plasma Physics Division, Nonlinear Dynamical Systems Section, Washington, DC, USA.
This study models and demonstrates stable, coherent patterns in large swarms of autonomous agents using delay-coupled communication. These patterns are robust to network changes and agent variations, achieved solely through delayed interactions.
Area of Science:
- Complex Systems
- Nonlinear Dynamics
- Collective Behavior
Background:
- Coherent pattern formation is crucial in engineering, physics, and biology.
- Interactions in self-propelled autonomous agents often involve communication delays.
Purpose of the Study:
- To model and experimentally realize a mixed-reality swarm of delay-coupled agents.
- To investigate the impact of delay coupling on pattern formation and robustness.
Main Methods:
- Modeling agents with delayed communication relay of position.
- Analysis using Erdös-Renyi network assumptions.
- Simulations and mixed-reality experiments.
Main Results:
- Stable coherent patterns emerge exclusively through delay coupling.
- Patterns demonstrate robustness against decreasing network connectivity and heterogeneous agent dynamics.
- Bifurcation structures are influenced by agent acceleration heterogeneity and network connectivity.
Conclusions:
- Delay coupling is a key mechanism for achieving robust coherent patterns in agent swarms.
- Heterogeneity and limited connectivity significantly alter pattern emergence dynamics.
- Experimental validation confirms delay-induced pattern formation in mixed-reality swarms.
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