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Simulation of Autonomous Underwater Vehicles (AUVs) Swarm Diffusion
Enrico Petritoli1, Marco Cagnetti1, Fabio Leccese1
1Science Department, Università degli Studi "Roma Tre", Via della Vasca Navale n. 84, 00146 Rome, Italy.
Sensors (Basel, Switzerland)
|September 5, 2020
Summary
This study simulates autonomous underwater vehicles (AUV) forming a swarm. The research demonstrates how a few simple rules enable AUVs to effectively spread and cover a designated underwater area.
Area of Science:
- Robotics
- Artificial Intelligence
- Oceanography
Background:
- Autonomous underwater vehicles (AUVs) are increasingly used for marine research and exploration.
- Coordinating multiple AUVs in a swarm formation presents unique challenges and opportunities for enhanced coverage and efficiency.
- Understanding swarm behavior is crucial for developing advanced underwater robotic systems.
Purpose of the Study:
- To simulate and analyze the behavior of a swarm of AUVs in a confined marine environment.
- To demonstrate how emergent swarm behavior can lead to effective area coverage from a single deployment point.
- To present a microscopic diffusion model for understanding swarm dynamics.
Main Methods:
- Definition of AUV vehicle design parameters.
- Development of a swarm concept, outlining its inherent problems and strengths.
- Implementation of a "diffused intelligence" model for swarm behavior.
- Simulation of microscopic diffusion within the AUV swarm.
Main Results:
- The simulation successfully demonstrated the diffusion of AUVs throughout a defined sea section.
- Emergent swarm behavior, guided by simple rules, led to effective area coverage.
- The microscopic diffusion model provides insights into swarm dispersion patterns.
Conclusions:
- The proposed swarm approach, utilizing "diffused intelligence," is a viable method for underwater exploration and monitoring.
- Simple rules can effectively govern complex swarm behavior for autonomous underwater vehicles.
- Simulations support the efficacy of this swarm strategy for AUVs.
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