无人机3维航迹规划仿真平台
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Unmanned Aerial Vehicle 3D Path Planning Simulation Platform
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    摘要:

    针对目前无人机航迹规划研究多集中于算法的改进,存在规划结果3维直观显示不足的问题,创建一个基于Matlab软件的无人机3维航迹规划仿真平台。利用Matlab软件自带的App designer功能完成图形用户界面开发,建立基于地形威胁的地图模型,使用多种目前市面常见的群智能算法,直观比较各种群智能算法之间的区别,并根据需求添加算法与现有算法进行比较。设计平台能实现包含多种群智能算法的3维航迹规划,用于验证算法的可行性和可靠性,并直观反映出新型算法的优势。平台的实际操作结果表明,该平台具备对航迹规划算法结果的3维直观显示能力。

    Abstract:

    Aiming at the problem that most of the current research on UAV route planning focuses on the improvement of the algorithm, and there is a lack of three-dimensional visual display of the planning results, a simulation platform for UAV three-dimensional route planning based on Matlab software is created. Using the App designer function of Matlab software to complete the development of graphical user interface, establish the map model based on terrain threat, use a variety of common swarm intelligence algorithms in the market at present, compare the differences between various swarm intelligence algorithms intuitively, and add algorithms according to the needs to compare with the existing algorithms. The design platform can realize 3D route planning including multiple swarm intelligence algorithms, which is used to verify the feasibility and reliability of the algorithm, and intuitively reflect the advantages of the new algorithm. Through the actual operation of the platform, the results show that the platform has the ability of three-dimensional visual display of the results of the route planning algorithm.

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王哲胜.无人机3维航迹规划仿真平台[J].,2025,44(01).

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  • 收稿日期:2024-07-10
  • 最后修改日期:2024-08-11
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  • 在线发布日期: 2025-02-19
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