避碰
运动规划
障碍物
避障
路径(计算)
计算机科学
碰撞
约束(计算机辅助设计)
实时计算
航程(航空)
势场
模拟
算法
人工智能
工程类
移动机器人
航空航天工程
机器人
计算机网络
法学
地质学
机械工程
计算机安全
政治学
地球物理学
作者
Zhiwei Wang,Chenhui Wan,Xunhong Lv,Ni Cheng,Zehui Mao,Yunrui Li
标识
DOI:10.1109/isas59543.2023.10164537
摘要
Real-time path planning of multi-UAV includes obstacle avoidance and anti-collision, which is an important condition to ensure the coordinated operation of multi-UAV. This paper studies a multi-UAV online path planning algorithm based on improved Hybird A *. Each UAV uses the Hybird A * algorithm for distributed path planning. Through the collision risk assessment of the planned path, if there is a collision risk, the path adjustment is based on the defined UAV priority level and interactive information. In this paper, the existing two-dimensional velocity obstacle model is improved, and a three-dimensional velocity obstacle model suitable for 6-DOF UAV is constructed to calculate the safe speed range of UAV. As the optimization constraint condition, the path is adjusted based on the potential field method to achieve the effect of obstacle avoidance and collision avoidance. Finally, the simulation system and experimental platform are built to verify the real-time and stability of the proposed algorithm.
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