Implementation of Quadrotor Path Planning Using Fluid Flow Equations

Abdel-Razzak Merheb, H. Noura, M. Mannah, Ahmad Haddad
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Abstract

In this paper, an offline path planning algorithm based on fluid flow line equations is applied and demonstrated for quadrotor UAV s. A flowing inviscid fluid is known to have an inherent tendency to avoid obstacles by simply moving around them. Moreover, such fluid is always capable of finding its route to the point that has the minimum potential, provided that this route exists. The proposed algorithm uses the panel method to analyse automatically the environment and generate potential flow lines of a flowing inviscid fluid. These flow lines are then used to draw a safe path for a quadrotor from its starting point to its target. The resulting path is seen to be smooth and promising for the navigation of air vehicles. Experimental indoor tests on real simple maps using AR Drone 2 quadrotor emphasize the effectiveness of the algorithm that is able to generate smooth and safe paths.
利用流体流动方程实现四旋翼飞行器路径规划
本文将一种基于流体流线方程的离线路径规划算法应用于四旋翼无人机,并对其进行了验证。已知流动的无粘流体具有通过简单地绕障碍物运动来避开障碍物的固有倾向。此外,这种流体总是能够找到通往具有最小电位点的路线,只要这条路线存在。该算法采用面板法自动分析环境,生成流动无粘流体的势流线。这些流线然后用来绘制一个安全的路径为四旋翼从它的起点到它的目标。由此产生的路径被认为是平滑的,并有望用于飞行器的导航。利用AR Drone 2四旋翼飞行器对真实简单地图进行室内实验测试,验证了该算法的有效性,能够生成光滑安全的路径。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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