A real-time optimized path planning for a fixed wing vehicle flying in a dynamic and uncertain environment

Jian Yang, Z. Qu, Jing Wang, R. Hull
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引用次数: 5

Abstract

In this paper, an approach is proposed to determine real-time an optimized and collision-free path for a fixed wing flying vehicle moving in a dynamically changing 3D space. In the algorithm, boundary conditions, kinematic constraints, and collision avoidance criteria are explicitly considered and satisfied by a family of trajectories parameterized in terms of three polynomials along the primary axes in the 3D space. By doing so, a family of feasible and collision-free paths are found and the final trajectory planned is selected by optimizing a suitable performance index corresponding to a near-shortest path. The solution to the optimized path and its associated steering controls are found in closed form so that the solution can be implemented efficiently real time and that the planned trajectory can be also quickly updated as the flying environment changes. The proposed method is validated by computer simulations
固定翼飞行器在动态不确定环境下飞行的实时优化路径规划
本文提出了一种固定翼飞行器在动态变化的三维空间中实时确定优化无碰撞路径的方法。在该算法中,边界条件、运动约束和避碰准则被明确地考虑,并通过在三维空间中沿主轴以三个多项式参数化的轨迹族来满足。通过此方法,找到一系列可行且无碰撞的路径,并通过优化与近最短路径对应的合适性能指标来选择最终规划的轨迹。该优化路径及其相关转向控制的解以封闭形式存在,使得该解能够有效地实时执行,并且随着飞行环境的变化,规划的轨迹也能够快速更新。计算机仿真验证了该方法的有效性
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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