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Motion primitives and 3D path planning for fast flight through a forest

机译:运动原语和3D路径规划,可快速穿越森林

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摘要

This paper presents two families of motion primitives for enabling fast, agile flight through a dense obstacle field. The first family of primitives consists of a time-delay dependent 3D circular path between two points in space and the control inputs required to fly the path. In particular, the control inputs are calculated using algebraic equations which depend on the flight parameters and the location of the waypoint. Moreover, the transition between successive maneuver states, where each state is defined by a unique combination of constant control inputs, is modeled rigorously as an instantaneous switch between the two maneuver states following a time delay which is directly related to the agility of the robotic aircraft. The second family consists of aggressive turn-around (ATA) maneuvers which the robot uses to retreat from impenetrable pockets of obstacles. The ATA maneuver consists of an orchestrated sequence of three sets of constant control inputs. The duration of the first segment is used to optimize the ATA for the spatial constraints imposed by the turning volume. The motion primitives are validated experimentally and implemented in a simulated receding horizon control (RHC)-based motion planner. The paper concludes with inverse-design pointers derived from the primitives.
机译:本文介绍了两个运动原语族,它们可以通过密集的障碍场实现快速,敏捷的飞行。第一组图元由空间中两个点之间的时间相关的3D圆形路径以及飞行路径所需的控制输入组成。特别地,使用取决于飞行参数和航路点位置的代数方程来计算控制输入。此外,严格地建模为连续操纵状态之间的过渡,其中每个状态都由恒定控制输入的唯一组合来定义,这是在两个操纵状态之间随时间延迟的瞬时切换,该时间延迟与机器人飞机的敏捷性直接相关。 。第二类产品包括攻击性转向(ATA)演习,机器人用于从无法穿透的障碍物区撤退。 ATA动作由三组恒定控制输入的编排序列组成。第一部分的持续时间用于优化ATA,以应对转弯体积施加的空间限制。运动原语经过实验验证,并在基于模拟后退水平控件(RHC)的运动计划器中实现。本文以从基元派生的逆设计指针作为结束。

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