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Path Planning Algorithms for Skid-to-Turn Unmanned Aerial Vehicles

机译:防滑转弯无人机的路径规划算法

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摘要

This study describes two types of algorithms for skid-to-turn unmanned aerial vehicles to plan paths between twonwaypoints under constant wind conditions. The first type of algorithmis a rigorous optimization algorithmbased onnthe Euler–Lagrange formulation with analytical integration of the path. The second type of algorithm is a fastnalgorithmdescribing the path by two circular arcs connected by a line segment or another circular arc in the airmassnframe,which is similar to theDubins path.The latter algorithmis developed for actual airborne application,whereasnthe former algorithm is developed to check the quasi-optimality of the path calculated by the latter algorithm. Wenpresent a convergence proof of the latter algorithm under certain assumptions and its quasi-optimality inncomparisonwith the former algorithm. Furthermore, the computational efficiency and the convergence reliability ofnthe latter algorithm are demonstrated through numerical examples.
机译:这项研究描述了两种类型的算法,用于在转弯时无人驾驶飞机在恒定风速条件下规划双向航路点之间的路径。第一种算法是基于Euler-Lagrange公式并结合路径的解析积分的严格优化算法。第二种算法是快速算法,它通过在机体框架中由线段连接的两个圆弧或另一个圆弧来描述路径,这与Dubins路径相似。后一种算法是为实际机载应用开发的,而前一种算法是为了检查由后一种算法计算出的路径的拟最优性。 Wenpresent在某种假设下对后一种算法的收敛性证明,以及与前一种算法相比的拟最优性。此外,通过数值算例说明了后一种算法的计算效率和收敛可靠性。

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