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Adaptive robust controls of biped robots

机译:两足机器人的自适应鲁棒控制

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摘要

This paper presents a structure of robust adaptive control for biped robots, which includes balancing and posture control for regulating the centre-of-mass (COM) position and trunk orientation of bipedal robots in a compliant way. First, the biped robot is decoupled into the dynamics of COM and the trunks. Then, the adaptive robust controls are constructed in the presence of parametric and functional dynamics uncertainties. The control computes a desired ground reaction force required to stabilise the posture with unknown dynamics of COM and then transforms these forces into full-body joint torques even if the external disturbances exist. Based on Lyapunov synthesis, the proposed adaptive controls guarantee that the tracking errors of system converge to zero. The proposed controls are robust not only to system uncertainties such as mass variation but also to external disturbances. The verification of the proposed control is conducted using the extensive simulations.
机译:本文提出了一种用于两足机器人的鲁棒自适应控制结构,该结构包括平衡和姿势控制,用于以兼容方式调节两足机器人的质心(COM)位置和躯干方向。首先,将两足动物机器人分离为COM和躯干的动力学。然后,在存在参数和功能动力学不确定性的情况下构造自适应鲁棒控制。控制器会计算出所需的地面反作用力,以在未知COM动力的情况下稳定姿势,然后将这些力转换为全身关节扭矩,即使存在外部干扰也是如此。基于李雅普诺夫综合,提出的自适应控制保证了系统的跟踪误差收敛到零。所提出的控制不仅对诸如质量变化之类的系统不确定性而且对于外部干扰都具有鲁棒性。使用广泛的仿真对所提出的控制进行验证。

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  • 来源
    《Control Theory & Applications, IET》 |2013年第2期|1-15|共15页
  • 作者

    Li Z.; Ge S.S.;

  • 作者单位

    The Key Lab of Autonomous System and Network Control, College of Automation Science and Engineering, South China, University of Technology, Guangzhou 510641, People's Republic of China|c|;

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  • 正文语种 eng
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