基于零空间调谐的全身控制移动机械臂端点稳定控制

Enjin Zhang, Yahui Gan, X. Dai
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引用次数: 0

摘要

研究了移动机械臂在速度水平上的端点稳定控制问题。移动机械臂在执行任务时通常具有运动冗余性,因此可以同时执行多个子任务,如末端执行器轨迹跟踪、可操作性优化等。首先,将移动机械手系统建模为一个普通的关节式机械手。EE的速度具有更高的优先级,在高优先级任务的零空间调度低优先级任务不会影响高优先级任务。采用阻尼最小二乘法生成具有奇异鲁棒性的运动学逆解,并采用梯度投影法优化可操控性测度。通过分析雅可比矩阵的结构,降低了梯度计算的复杂度。最后,通过仿真实验验证了该算法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
End-point Steady Control for Whole-Body Control Mobile Manipulators by Null Space Tunation
This paper deal with the end-point steady control problem of a mobile manipulators(MM) at the velocity level. Mobile manipulators are usually kinematically redundant when performing tasks, so multiple subtasks can be performed simultaneously, such as tracking the trajectory of the end effector(EE), optimizing manipulability, etc. First, the mobile manipulators system is modeled as an ordinary jointed manipulator. The velocity of the EE has a higher priority, scheduling low-priority tasks in the null space of high-priority tasks leaves high-priority tasks unaffected. The damped least square method is used to generate a kinematic inverse solution with singular robustness, and the gradient projection method is used to optimize the manipulability measure. By analyzing the structure of the Jacobian matrix, the complexity of gradient calculation is reduced. Finally, the effectiveness of the proposed algorithm is verified by simulation experiments.
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