机械臂非线性时变带宽观测器设计

Hoang Vu Dao, K. Ahn
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引用次数: 0

摘要

本文设计了一种新的状态和扰动观测器,用于同时观察机器人机械臂的集总不确定性/扰动和不可测关节速度。该观测器继承了以往非线性观测器的优点,估计精度高,结构简单。然而,为了提高稳态估计精度而不恶化瞬态响应,提出了一种时变带宽机制,根据输出估计误差调整观测器带宽。基于李亚普诺夫理论证明了所提观测器的稳定性。仿真结果验证了该方法的有效性。
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Nonlinear Observer Design with Time-varying Bandwidth for Robot Manipulators
In this paper, a novel states and disturbances observer is designed to simultaneously observe both lumped uncertainties/disturbances and unmeasurable joint velocities of robot manipulators. The proposed observer inherits the advantages of the previous nonlinear observer with high estimation accuracy and a simple structure compared to other observers. However, to increase the steady-state estimation accuracy without deteriorating the transient response, a time-varying bandwidth mechanism is proposed which adjusts the observer bandwidth according to the output estimation error. The stability of the proposed observer is proved based on Lyapunov theory. Simulation results validate the performance of the proposed method.
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