湖南工程学院学报(自然科学版)2024,Vol.34Issue(3) :22-28.

基于改进人工势场法的车辆路径规划

Vehicle Path Planning Based on Improved Artificial Potential Field Method

李诗雅 张细政 秦伟 张晗 卢张宇
湖南工程学院学报(自然科学版)2024,Vol.34Issue(3) :22-28.

基于改进人工势场法的车辆路径规划

Vehicle Path Planning Based on Improved Artificial Potential Field Method

李诗雅 1张细政 1秦伟 1张晗 1卢张宇1
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作者信息

  • 1. 湖南工程学院 信息科学与工程学院,湘潭 411104
  • 折叠

摘要

车辆主动避撞系统是现代汽车安全领域的重要研究方向.本文提出一种基于改进人工势场法的车辆主动避撞系统设计.通过构建虚拟危险势能场,将周围环境中的障碍物和危险区域映射为斥力场,将目标位置映射为吸引力场,利用势能场计算出车辆的最佳路径.实验结果表明,该系统能够有效地避免碰撞,并具有较高的安全性和可靠性.

Abstract

Vehicle active collision avoidance system is an important research direction in the field of modern automobile safety.In this paper,a vehicle active collision avoidance system design based on the improved arti-ficial potential field method is proposed.By constructing a virtual hazardous potential field,the objects and hazardous areas in the surrounding are mapped as repulsive fields,the target location is mapped as an attrac-tive field,and the path of the vehicle is calculated using the potential field.The experimental results show that the system can effectively avoid collision with high safety and reliability.

关键词

人工势场法/路径规划/轨迹预测

Key words

artificial potential field method/path planning/trajectory prediction

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出版年

2024
湖南工程学院学报(自然科学版)
湖南工程学院

湖南工程学院学报(自然科学版)

影响因子:0.265
ISSN:1671-119X
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