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A high-fidelity energy efficient path planner for unmanned airships

机译:一种用于无人机的高保真节能路径规划器

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摘要

This paper presents a comparative study on the effects of grid resolution, vehicle velocity, and wind vector fields on the trajectory planning of unmanned airships. A wavefront expansion trajectory planner that minimizes a multi-objective cost function consisting of flight time, energy consumption, and collision avoidance while respecting the differential constraints of the vehicle is presented. Trajectories are generated using a variety of test environments and flight conditions to demonstrate that the inclusion of a high terrain map resolution, a temporal vehicle velocity, and a spatial wind vector field yields significant improvements in trajectory feasibility and energy economy when compared to trajectories generated using only two of these three elements.
机译:本文对网格分辨率,车速和风矢量场对无人飞艇的轨迹规划的影响进行了比较研究。提出了一种波前扩展轨迹规划器,该规划器在考虑到车辆的差异约束的同时,将飞行时间,能耗和避免碰撞等多目标成本函数最小化。使用各种测试环境和飞行条件来生成轨迹,以证明与使用GIS生成的轨迹相比,将高地形图分辨率,时空车速和空间风矢量场包含在内可显着改善轨迹可行性和能源经济性这三个要素中只有两个。

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