基于VSC的机械臂轨迹跟踪自适应控制方法研究

Jingmei Zhai, H He, B. Kang
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引用次数: 5

摘要

研究了基于变结构控制(VSC)理论的控制方法,使机器人的轨迹跟踪误差和响应时间显著降低。通过将VSC与PID相结合,初步提出了一种新的控制方法,以提高轨迹跟踪的精度。在此基础上,提出了一种基于VSC的自适应快速控制方法,以改善传统VSC方法的到达运动性能。通过提出自适应到达速度对到达运动进行优化,既能适应误差的变化,又能减少抖振。对三自由度机械臂模型的仿真结果表明,两种方法性能稳定,响应速度快。通过对二自由度机械臂的控制实验,进一步验证了基于VSC的自适应快速控制方法的有效性。因此,本文提出的基于VSC的自适应快速控制方法优于传统的控制方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Studies of adaptive control methods based on VSC for trajectory tracking of robotic manipulators
Control methods are studied based on Variable Structure Control(VSC) thoery to make the trajectory tracking errors and response time of robotic manipulators be significantly reduced. By combining VSC and PID, a new control method has been proposed intially to improve the precision of the trajectory tracking. Furthermore, an adaptive fast control method based on VSC, which is to improve the performance of the reaching motion of conventional VSC method, is presented. The reaching motion would be optimized by proposing an adaptive reaching velocity, which can adjust to the changes of the errors as well as reduce chattering. The simulation results of a three degrees of freedom(DOF) robotic manipulator model have demonstrated that the performance of the two proposed methods is stable, with faster responses. Actually, the effectiveness of adaptive fast control method based on VSC has been further confirmed via experiments by the control of a two DOF robotic manipulator. Thus, the proposed adaptive fast control method based on VSC is superior to the conventional control methods.
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