Research on the WTA problem in UAV formation air-to-ground attack
DOI:
https://doi.org/10.56028/aetr.10.1.223.2024Keywords:
UAV formation; particle swarm optimization; hybrid algorithm; dynamic target assignment model WTA problem.Abstract
In view of the process of UAV formation air-to-ground attack, the characteristics and new requirements of UAV combat were deeply studied and analyzed. A dynamic fire assignment model was established, which mainly included the target assignment, the state transfer of target and fire channel in the dynamic fire assignment model, and the suitability test method was deeply analyzed. Considering the constraints of attack, resource and destruction probability, an optimization algorithm for solving fire allocation was proposed. Finally, the improved particle swarm optimization algorithm is used to solve the target assignment model and the feasibility of the model and algorithm is verified by an actual case.
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Published
2024-03-29