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Towards trajectory planning from a given path for multirotor aerial robots trajectory tracking

机译:从给定的路径进行轨迹规划,以实现多旋翼空中机器人的轨迹跟踪

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Planning feasible trajectories given desired collision-free paths is an essential capability of multirotor aerial robots that enables the trajectory tracking task, in contrast to path following. This paper presents a trajectory planner for multirotor aerial robots carefully designed considering the requirements of real applications such as aerial inspection or package delivery, unlike other research works that focus on aggressive maneuvering. Our planned trajectory is formed by a set of polynomials of two kinds, acceleration/deceleration and constant velocity. The trajectory planning is carried out by means of an optimization that minimizes the trajectory tracking time, applying some typical constraints as m-continuity or limits on velocity, acceleration and jerk, but also the maximum distance between the trajectory and the given path. Our trajectory planner has been tested in real flights with a big and heavy aerial platform such the one that would be used in a real operation. Our experiments demonstrate that the proposed trajectory planner is suitable for real applications and it is positively influencing the controller for the trajectory tracking task.
机译:给定所需的无碰撞路径,规划可行的轨迹是多转子空中机器人的一项基本功能,与轨迹跟踪相比,它可以实现轨迹跟踪任务。本文提出了一种针对多转子空中机器人的轨迹计划器,该计划器是根据实际应用(例如空中检查或包裹交付)的要求精心设计的,这与其他专注于激进机动的研究工作不同。我们的计划轨迹由一组两种类型的多项式组成,即加速/减速和恒定速度。轨迹规划是通过优化来实现的,该优化使轨迹跟踪时间最短,应用了一些典型的约束条件,例如m连续性或速度,加速度和加速度的限制,而且还应用了轨迹与给定路径之间的最大距离。我们的轨迹计划器已经在大型重型空中平台的实际飞行中进行了测试,例如可以在实际操作中使用的平台。我们的实验表明,提出的轨迹规划器适用于实际应用,并且对轨迹跟踪任务的控制器产生了积极影响。

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