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Resilient Multi-Robot Coverage Path Redistribution Using Boustrophedon Decomposition for Environmental Monitoring
Junghwan Gong1, Hyunbin Kim1, Seunghwan Lee1
1School of Electronic Engineering, Kumoh National Institute of Technology, Gumi 39177, Republic of Korea.
This study presents a robust multi-robot path planning method that ensures continuous coverage even if robots fail. It adaptively redistributes tasks to maintain efficiency and balance workloads across the remaining robots.
Area of Science:
- Robotics
- Artificial Intelligence
- Computer Science
Background:
- Multi-robot systems require robust task allocation for continuous operation.
- Robot failures can disrupt coverage missions and overload remaining robots.
Purpose of the Study:
- To develop a resilient multi-robot coverage path planning approach.
- To ensure adaptive task redistribution and balanced workloads upon robot failure.
Main Methods:
- Utilized Boustrophedon Cell Decomposition for area partitioning.
- Implemented a propagation-based strategy for dynamic task reallocation.
- Simulated the approach in diverse environmental conditions.
Main Results:
- Demonstrated robustness and adaptability across various environments.
- Achieved fast and efficient task reallocation with minimal propagation cycles.
- Reduced task variance and maintained balanced coverage.
Conclusions:
- The proposed method ensures minimal disruption and efficient workload distribution in multi-robot coverage.
- The approach is suitable for real-time applications in complex, dynamic environments.
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