A Trajectory Tracking Algorithm Based on Interior Point Method for A Class of Mobile Manipulators

Xuechen Rao, Yahui Gan, Xiaoteng Wang
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Abstract

At present, due to the high redundancy and strong coupling characteristics of mobile manipulator systems, there are few and in-depth studies on coordinated motion planning. Aiming at the above problems, this paper proposes a coordinated control algorithm that can track the desired trajectory of the end-effector based on a class of 5-DOF mobile manipulators. The algorithm takes the power consumption and trajectory stability of the entire system as the optimization objectives, and sets the function of the selected optimization objective on the desired trajectory, and performs optimization based on the interior point method of convex optimization to converge to the optimal solution faster. Finally, the system is simulated to verify the correctness and effectiveness of the control algorithm.
一类移动机械臂的内点法轨迹跟踪算法
目前,由于移动机械臂系统具有高冗余度和强耦合的特点,对其协调运动规划的研究较少,但研究深入。针对上述问题,本文提出了一种基于一类五自由度移动机械臂的末端执行器期望轨迹跟踪的协调控制算法。该算法以整个系统的功耗和轨迹稳定性为优化目标,将所选优化目标的函数设置在期望的轨迹上,并基于凸优化的内点法进行优化,以更快地收敛到最优解。最后对系统进行了仿真,验证了控制算法的正确性和有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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