The Use of Direction Matrix to Determine Autonomous Quad-Copter Drone Path when Facing Obstacle

Ario Yudo Husodo, H. Wisesa, W. Jatmiko
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引用次数: 1

Abstract

This paper presents a method to conduct path planning for Multi-Rotor Autonomous Aerial Vehicle such as quad-copter drone (Drone) in an urban environment. The priority of the path plan will be the safety of the drone from collisions with obstacles and efficiency of the path. In our proposed method, initially, the drone only knows its position and its target position. The agent studies the environment obstacles towards its target while conducting a movement. To perform the drone obstacle avoidance movement, we introduce the concept of 3 by 3 Direction Matrix usage to improve the A* algorithm. The experimental environment in this study will be dynamic, where various obstacles exist when flying at a relatively low altitude. The method is tested on a 3Dimensional environment, where the Drone could also face various dynamic obstacles. In addition, the target, which is the end destination in this experiment, is also dynamic. The target is able to move and the Drone must be able to plan a path and reach the target object. The experiment result shows that the proposed method is effective to be used as drone path planning in a dynamic environment.
利用方向矩阵确定自主四旋翼无人机面对障碍物时的路径
提出了四旋翼无人机等多旋翼自主飞行器在城市环境下的路径规划方法。路径规划的优先级将是无人机与障碍物碰撞的安全性和路径的效率。在我们提出的方法中,无人机最初只知道自己的位置和目标的位置。智能体在进行运动时研究朝向目标的环境障碍。为了实现无人机避障运动,我们引入了3 × 3方向矩阵的概念,对A*算法进行了改进。本研究的实验环境将是动态的,在相对较低的高度飞行时存在各种障碍。该方法在三维环境中进行了测试,无人机也可能面临各种动态障碍。另外,实验的最终目标也是动态的。目标能够移动,无人机必须能够规划路径并到达目标物体。实验结果表明,该方法可以有效地用于动态环境下的无人机路径规划。
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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