A Distributed Control Framework for a Team of Unmanned Aerial Vehicles for Dynamic Wildfire Tracking
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Abstract (arXiv)
Wildland fire fighting is a very dangerous job, and the lack of information of the fire front is one of main reasons that causes many accidents. Using unmanned aerial vehicle (UAV) to cover wildfire is promising because it can replace human in hazardous fire tracking and save operation costs significantly. In this paper we propose a distributed control framework designed for a team of UAVs that can closely monitor a wildfire in open space, and precisely track its development. The UAV team, designed for flexible deployment, can effectively avoid in-flight collision as well as cooperate well with other neighbors. Experimental results are conducted to demonstrate the capabilites of the UAV team in covering a spreading wildfire.
Key facts. Cited by 4 papers in the map (data through 14 Oct 2026). First posted on arXiv 9 Apr 2017.
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Citing papers per year: 2022: 1; 2023: 0; 2024: 1; 2025: 1; 2026: 1.
4 papers.
- 2024A comprehensive survey of research towards AI-enabled unmanned aerial systems in pre-, active-, and post-wildfire managementcited by 25
- 2022Multi-UAV Planning for Cooperative Wildfire Coverage and Tracking with Quality-of-Service Guaranteescited by 4
- 2025Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Gamecited by 2
- 2026Learning to Distributedly Estimate under Partially Known Dynamics: A Covariance-Agnostic Neural Kalman Consensus Filtercited by 0
- 2026Learning to Distributedly Estimate under Partially Known Dynamics: A Covariance-Agnostic Neural Kalman Consensus Filter26 Jun 2026
- 2025Decentralized Consensus Inference-based Hierarchical Reinforcement Learning for Multi-Constrained UAV Pursuit-Evasion Game22 Jun 2025
- 2024A comprehensive survey of research towards AI-enabled unmanned aerial systems in pre-, active-, and post-wildfire management4 Jan 2024
- 2022Multi-UAV Planning for Cooperative Wildfire Coverage and Tracking with Quality-of-Service Guarantees21 Jun 2022