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A Modeling Method of Multiple Targets Assignment under Multiple UAVs' Cooperation

机译:多维无人机合作下多目标分配的建模方法

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摘要

Aiming at the multiple UAVs' cooperation in the complex environment, detailed analysis about targets assignment model is made in the paper. Firstly, three basic situations are discussed according to the quantitative relationship between the UAVs and the targets. Then in order to make the targets model more practical, the probability that the UAVs' damage is also taken into consideration. Following, basic particle swarm optimization algorithm is adopted to solve the model which has great performance in efficiency and convergence. Finally, three-dimensional environment is simulated to verify the model. Simulation results show that the model is practical and close to the actual environment.
机译:针对多个无人机在复杂环境中的合作,对目标分配模型进行了详细的分析。首先,根据无人机与目标之间的定量关系讨论了三种基本情况。然后为了使目标模型更加实用,也考虑了无人机损坏的概率。以下,采用基本粒子群优化算法来解决具有效率和收敛性具有很大性能的模型。最后,模拟了三维环境以验证模型。仿真结果表明,该模型实用,靠近实际环境。

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