Flocking Behavior for Dynamic and Complex Swarm Structures

Maintaining the formation of complex structures with multiple UAVs and achieving complex trajectories remains a major challenge. This work presents an algorithm for implementing the flocking behavior of UAVs based on the concept of Virtual Centroid to easily develop a structure for the flock. The approach builds on the classical virtual-based behavior, providing a theoretical framework for incorporating enhancements to dynamically control both the number of agents and the formation of the structure. Simulation tests and real-world experiments were conducted, demonstrating its simplicity even with complex formations and complex trajectories.

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Published
2025-05-14
DOI
https://doi.org/10.1109/icuas65942.2025.11007905
Primary Topic
Modular Robots and Swarm Intelligence
Type
article
Field-Weighted Citation Impact
0.00

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article

Flocking Behavior for Dynamic and Complex Swarm Structures

Pascual Campoy, Miguel Fernández-Cortizas, Rafael Pérez-Seguí, Pedro Arias‐Perez et al.
Modular Robots and Swarm Intelligence
article

Flocking Behavior for Dynamic and Complex Swarm Structures

Pascual Campoy, Miguel Fernández-Cortizas, Rafael Pérez-Seguí, Pedro Arias‐Perez, Carmen DR.Pita-Romero
article en

Abstract

Maintaining the formation of complex structures with multiple UAVs and achieving complex trajectories remains a major challenge. This work presents an algorithm for implementing the flocking behavior of UAVs based on the concept of Virtual Centroid to easily develop a structure for the flock. The approach builds on the classical virtual-based behavior, providing a theoretical framework for incorporating enhancements to dynamically control both the number of agents and the formation of the structure. Simulation tests and real-world experiments were conducted, demonstrating its simplicity even with complex formations and complex trajectories.

Centre for Automation and Robotics (ES)
European Commission, Federación Española de Enfermedades Raras, Ministerio de Ciencia e Innovación, HORIZON EUROPE Framework Programme, Agencia Estatal de Investigación
Openalex Percentile: Top 89%
Modular Robots and Swarm Intelligence
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Flocking Behavior for Dynamic and Complex Swarm Structures — Pascual Campoy, Miguel Fernández-Cortizas, et al. · (2025) | TGRS Research Map | TGRS