A Dynamic Window Approach with Collision Suppression Cone for Avoidance of Moving Obstacles

Mingyang Guan, C. Wen, Zhe Wei, Cheng-Leong Ng, Ying Zou
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引用次数: 4

Abstract

In this paper, we present a new approach, named as dynamic window approach with collision suppression cone (DWA-CSC), to handle the issue of a robot avoiding moving obstacles in a partially known dynamic environment. The concept of collision suppression cone is firstly introduced to define a probable collision area. When moving obstacles approach this area, the proposed DWA-CSC will be activated to allow the robot avoiding the obstacles smoothly and thus preventing collision with them by suppressing its motion direction and velocity, just like the way of obstacle avoidance done by human beings. Various simulation results show that the proposed DWA-CSC approach indeed achieve the avoidance of moving obstacles safely and smoothly.
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基于碰撞抑制锥的动态窗口避障方法
在本文中,我们提出了一种新的方法,称为带有碰撞抑制锥的动态窗口方法(DWA-CSC),来处理机器人在部分已知的动态环境中避开移动障碍物的问题。首先引入碰撞抑制锥的概念来定义可能的碰撞区域。当移动障碍物靠近该区域时,所提出的DWA-CSC将被激活,使机器人能够顺利避开障碍物,从而通过抑制其运动方向和速度来防止与障碍物发生碰撞,就像人类的避障方式一样。各种仿真结果表明,所提出的DWA-CSC方法确实能够安全、平稳地避开移动障碍物。
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