主管单位:中华人民共和国工业和信息化部
主办单位:西北工业大学  中国航空学会
地       址:西北工业大学友谊校区航空楼
矢量场路径规划算法及其仿真验证
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南京航空航天大学

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中图分类号:

V249

基金项目:

江苏高校优势学科建设工程基金资助项目


Path Planning Algorithm and its Simulation Validation Based on Vector Field
Author:
Affiliation:

Nanjing University of Aeronautics and Astronautics

Fund Project:

Supported by Jiangsu University Superiority Discipline Construction Project Fund

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    摘要:

    无人机路径规划通常采用航点设置和过点曲线拟合的方法实现,期望航向角分段给定,不随航线的改变自动修改期望航向,缺乏期望航向和期望位置自动快速生成能力。提出一种适用于复杂飞行任务路径规划的矢量场算法,并开发仿真验证系统验证其有效性。引入矢量场概念设计航向角制导律,使处于任意位置的飞行器能按期望航向角平滑飞抵期望目标路径,沿期望目标路径完成飞行任务。以隐函数方程建立期望路径矢量场,几何分析矢量场路径规划的原理方法,基于李雅普诺夫稳定性理论证明规划路径误差的有界性,距离误差和航向角误差在航向制导律作用下均能稳定收敛于0。以倾转四旋翼无人机定高飞行任务路径规划为样例,应用矢量场方法采用分段过渡策略规划平滑飞行的期望路径,并进行仿真验证。结果表明:矢量场路径规划算法可行,是一种有效的快速飞行任务规划方法。

    Abstract:

    The methods of waypoint setting and point curve fitting which are not complex was usually adopted in the path planning of UAV, and the expected heading angle is given in segments. The expected heading does not automatically modified with changes in the route. The ability to automatically and quickly generate the expected heading and position is lacking. In order to solve the ability, a vector field algorithm suitable for complex flight mission path planning is studied, and a simulation verification system to verify the effectiveness of its algorithm is developed in this paper. The concept of vector field is introduced in order to design a heading angle guidance law. An aircraft at any position can smoothly fly to the desired target path along the desired heading angle, and then complete the flight task along the desired target path. The implicit function equation is used to establish the desired path vector field, and the principle and method of path planning based on vector field are geometrically analyzed. According to the Lyapunov stability theory, the boundedness of the planned path error is proved. The distance error and the heading angle error can be stably converged to 0 with the help of the heading guidance law. Taking the path planning of the altitude hold mission for a quad tiltrotor UAV as an example, the desired path of smooth flight is planned using the vector field method and the piecewise transition strategy. The verification is conducted and some simulation results are given, which show that the vector field path planning algorithm is feasible and effective for the mission flight planning of an aircraft.

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历史
  • 收稿日期:2023-02-24
  • 最后修改日期:2023-07-09
  • 录用日期:2023-07-20
  • 在线发布日期: 2024-02-15
  • 出版日期: