Smooth and proximate time-optimal trajectory planning of robotic manipulators

IF 1 4区 工程技术 Q4 ENGINEERING, MECHANICAL Transactions of The Canadian Society for Mechanical Engineering Pub Date : 2022-05-04 DOI:10.1139/tcsme-2020-0162
Yadong Ding, Yao-yao Wang, Bai Chen
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引用次数: 1

Abstract

The simultaneous achievement of high accuracy and productivity in robotics has been extensively investigated using the trajectory planning approach. We propose a smooth and proximate time-optimal trajectory planning method. First, we generated the velocity limit curve by expressing joint torque and joint velocity constraints as a function of the path coordinate. Then, we calculated the time-optimal trajectory using a dynamic programming technique and fitted the smooth cubic spline. The smoothing factor of the cubic spline curve was optimized by applying a binary recursive. The proposed method can guarantee the continuity and smoothness of joint torque. The simulation results showed that the proposed method can reduce joint-jerk and improve the tracking accuracy of the controller.
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机械臂的光滑和近似时间最优轨迹规划
利用轨迹规划方法对机器人技术中同时实现高精度和高生产率的问题进行了广泛的研究。提出了一种光滑的近似时间最优轨迹规划方法。首先,通过将关节力矩和关节速度约束表示为路径坐标的函数,生成速度极限曲线。然后,利用动态规划技术计算时间最优轨迹,并拟合光滑三次样条。采用二元递推法对三次样条曲线的平滑系数进行了优化。该方法可以保证关节转矩的连续性和平滑性。仿真结果表明,该方法可以减小关节抖动,提高控制器的跟踪精度。
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来源期刊
CiteScore
2.30
自引率
0.00%
发文量
53
审稿时长
5 months
期刊介绍: Published since 1972, Transactions of the Canadian Society for Mechanical Engineering is a quarterly journal that publishes comprehensive research articles and notes in the broad field of mechanical engineering. New advances in energy systems, biomechanics, engineering analysis and design, environmental engineering, materials technology, advanced manufacturing, mechatronics, MEMS, nanotechnology, thermo-fluids engineering, and transportation systems are featured.
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