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Optimal Trajectory Planning of Industrial Robots using Geodesic

机译:基于测地线的工业机器人最优轨迹规划

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This paper intends to propose an optimal trajectory planning technique using geodesic to achieve smooth and accurate trajectory for industrial robots. Geodesic is a distance minimizing curve between any two points on a Riemannian manifold. A Riemannian metric has been assigned to the workspace by combining its position and orientation space together in order to attain geodesic conditions for desired motion of the end-effector. Previously, trajectory has been planned by considering position and orientation separately. However, practically we cannot plan separately because the manipulator joints are interlinked. Here, trajectory is planned by combining position and orientation together. Cartesian trajectories are shown by joint trajectories in which joint variables are treated as local coordinates of position space and orientation space. Then, the obtained geodesic equations for the workspace are evaluated for initial conditions of trajectory and results are plotted. The effectiveness of the geodesic method validated through numerical computations considering a Kawasaki RS06L robot model. The simulation results confirm the accuracy, smoothness and the optimality of the end-effector motion.
机译:本文旨在提出一种基于测地线的最优轨迹规划技术,以实现工业机器人的平滑且准确的轨迹。测地线是黎曼流形上任意两个点之间的距离最小化曲线。通过将工作空间的位置和方向空间组合在一起,为工作空间分配了一个黎曼度量,以便获得用于末端执行器所需运动的测地条件。以前,轨迹是通过分别考虑位置和方向来计划的。但是,实际上,由于操纵器关节是相互链接的,因此我们不能单独计划。在这里,通过将位置和方向结合在一起来规划轨迹。笛卡尔轨迹由关节轨迹表示,其中关节变量被视为位置空间和方向空间的局部坐标。然后,评估获得的工作空间测地线方程的轨迹初始条件,并绘制结果。通过考虑川崎RS06L机器人模型的数值计算,验证了测地线方法的有效性。仿真结果证实了末端执行器运动的准确性,平滑性和最佳性。

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