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Prescribed performance control of one-DOF link manipulator with uncertainties and input saturation constraint

机译:具有不确定性和输入饱和约束的一自由度连杆机械臂的规定性能控制

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摘要

In this paper, we mainly address the position control problem for one-degree of freedom (DOF) link manipulator despite uncertainties and the input saturation via the backstepping technique, active disturbance rejection control (ADRC) as well as predefined tracking performance functions. The extended state observer (ESO) is employed to compensate uncertain dynamics and disturbances, and it does not rely on the accurate model of systems. The tracking differentiator (TD) is utilized to substitute the derivative of the virtual control signals, and the explosion of complexity caused by repeated differentiations of nonlinear functions is removed. The auxiliary system is used to deal with the control input limitation, and the tracking accuracy and speed are improved by predefined tracking performance functions. With the help of the input-to-state stability (ISS) and Lyapunov stability theories, it is proven that the tracking error can be gradually converged into arbitrarily small neighborhood of the origin, and the tracking error is adjusted by suitable choice of control parameters. The simulation results are presented for the verification of the theoretical claims.
机译:在本文中,我们主要通过逆步技术,主动干扰抑制控制(ADRC)以及预定义的跟踪性能功能,解决了不确定性和输入饱和的单自由度(DOF)链接机械手的位置控制问题。扩展状态观察器(ESO)用于补偿不确定的动力学和干扰,并且它不依赖于精确的系统模型。利用跟踪微分器(TD)替代虚拟控制信号的导数,并消除了由非线性函数的反复微分引起的复杂性爆炸。辅助系统用于处理控制输入限制,并且通过预定义的跟踪性能功能提高了跟踪精度和速度。借助输入状态稳定性(ISS)和Lyapunov稳定性理论,证明了跟踪误差可以逐渐收敛到原点的任意小邻域,并且可以通过适当选择控制参数来调整跟踪误差。 。仿真结果用于验证理论要求。

著录项

  • 来源
    《Automatica Sinica, IEEE/CAA Journal of》 |2019年第1期|148-157|共10页
  • 作者

    Yang Yang; Jie Tan; Dong Yue;

  • 作者单位

    College of Automation and the College of Artificial Intelligence Nanjing University of Posts and Telecommunications Nanjing 210023 China;

    College of Automation and the College of Artificial Intelligence also with the Institute of Advanced Technology and Jiangsu Engineering Laboratory of Big Data Analysis and Control for Active Distribution Network Nanjing University of Posts and Telecommunications Nanjing 210023 China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Uncertainty; Backstepping; Manipulator dynamics; Observers; Stability analysis;

    机译:不确定;退步;机械手动力学;观察员;稳定性分析;

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