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Digital High-Gain PD Control of Robot Manipulators

机译:机器人机械手的数字高增益PD控制

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摘要

For all its simplicity, local proportional and derivative (PD) control remains an effective and popular tool in robot manipulation. The analysis of such a control system has usually been based on the assumption that the PD algorithm is implemented continuously. This article explores the issue of digital high-gain PD control on robot manipulators from the viewpoint of singular perturbation. It is shown that the fast subsystem becomes unstable when the gains are high enough, due to the effect of sample-and-hold. The stability is related to the feedback gains, the length of sampling period, the computation time, and the eigenvalues of the mass matrix. With reasonable approximations, simple and explicit stability criteria are derived. It is also shown that when the gains reach the critical values, chattering in the control signal occurs, similar to what happens in a variable structure system with sliding mode. Since the eigenvalues of the mass matrix vary with robot positions, the system stability and control chattering are also affected by the trajectory that the robot is planned to follow.
机译:尽管简单,但局部比例和微分(PD)控制仍然是机器人操纵中一种有效且流行的工具。这种控制系统的分析通常基于以下假设:PD算法是连续实现的。本文从奇异摄动的角度探讨了机器人机械手的数字高增益PD控制问题。结果表明,由于采样保持的影响,当增益足够高时,快速子系统变得不稳定。稳定性与反馈增益,采样周期的长度,计算时间以及质量矩阵的特征值有关。通过合理的近似,可以得出简单而明确的稳定性标准。还显示出,当增益达到临界值时,控制信号中会发生颤动,类似于在具有滑动模式的可变结构系统中发生的颤动。由于质量矩阵的特征值随机器人的位置而变化,因此系统稳定性和控制抖动也受到机器人计划遵循的轨迹的影响。

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