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Decentralized Coordination of a Multi-UAV System for Spatial Planar Shape Formations.
Etienne Petitprez1,2,3, François Guérin1,4, Frédéric Guinand1,3,5
1Le Havre Normandy University, 76600 Le Havre, France.
Firefighting drones can now form arbitrary shapes in 3D space using a decentralized method. This technique ensures even drone distribution for optimal surveillance of toxic clouds or fire perimeters.
Area of Science:
- Robotics
- Artificial Intelligence
- Computer Science
Background:
- Firefighters require effective methods for monitoring hazardous environments like toxic clouds.
- Existing drone coordination methods may lack decentralization and adaptability for complex tasks.
Purpose of the Study:
- To develop a decentralized technique for a fleet of drones to collectively form arbitrary planar virtual shapes in 3D space.
- To enable drones to surround and monitor hazardous areas, such as toxic clouds or fire perimeters.
Main Methods:
- Utilized Fourier descriptors for precise mathematical description of virtual shapes.
- Implemented a decentralized bearing angle assignment for even drone distribution along the shape.
- Developed algorithms for drone movement, collision avoidance, and dynamic fleet size adjustment.
Main Results:
- The proposed method successfully enables decentralized virtual planar shape description and drone assignment.
- Demonstrated drone movement from takeoff to assigned positions along the shape with collision avoidance.
- Validated the technique's applicability in real-world scenarios through simulations, emulation, and outdoor experiments with real drones.
Conclusions:
- The developed decentralized drone formation technique is effective and adaptable for real-world applications.
- This method enhances drone capabilities for environmental monitoring and emergency response.
- The technique supports dynamic changes in the number of drones during a mission.
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