Journal Article

·2022 OPEN ACCESS

A Generalized Gazi–Passino Model With Coordinate-Coupling Matrices for Swarm Formation With Rotation Behavior

Giuseppe Fedele , Luigi D’Alfonso , Veysel Gazi YTU

IEEE Transactions on Control of Network Systems

Abstract

In this article, a kinematic continuous time swarm model is considered by extending the results in the paper “A class of attractions/repulsion functions for stable swarm aggregations” (as shown in the International Journal of Control , vol. 77, pages 1567–1579). The extension regards a more general class of attraction/repulsion functions that can be used to explain the formation of rotational patterns in a swarm of agents. The main characteristic of this model is the introduction of two coordinate-coupling matrices weighting both the attractive and the repulsive interactions among the agents. A stability analysis is presented to characterize the swarm in terms of size and cohesiveness. Moreover, a class of attraction/repulsion functions is presented to guarantee the cohesiveness of the swarm in a polytopic region and a steady-state motion of the agents in a rotational frame around the swarm centroid. Numerical simulations are provided to illustrate the obtained results.

Keywords

Swarm behaviour Centroid Weighting Rotation (mathematics) Kinematics Stability (learning theory) Class (philosophy) Coupling (piping) Computer science Mathematics Rigid body Applied mathematics Control theory (sociology) Mathematical optimization Physics Artificial intelligence Control (management) Classical mechanics Engineering

Subject Areas

Nonlinear Dynamics and Pattern Formation ·Computer Networks and Communications ·Physical Sciences
Distributed Control Multi-Agent Systems ·Computer Networks and Communications ·Physical Sciences
Mathematical and Theoretical Epidemiology and Ecology Models ·Public Health, Environmental and Occupational Health ·Health Sciences

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