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Trajectory Tracking Control for a Robotic Manipulator Using Nonlinear Active Disturbance Rejection Control

机译:使用非线性主动干扰抑制控制的机器人操纵器的轨迹跟踪控制

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摘要

The tracking performance of a robot manipulator is controlled using nonlinear active disturbance rejection control (ADRC). The proposed method does not require the complete knowledge of the plant's parameters, and external disturbances since it is based on the rejection and estimation of the unknown internal dynamics and external disturbances. The proposed method is simple and has minimal tuning parameters. The robustness of the proposed method is discussed against parameter uncertainties and disturbances. First, the mathematical model of the manipulator is developed. ADRC theory is explained. The manipulator is represented in ADRC form. ADRC's tracking performance for the joints and end-effector is compared to the tracking performance of the robust passivity (RP) control. The simulations prove that the proposed control method achieves good tracking performance compared to RP control. It is shown that ADRC has a lower energy consumption compared to RP control by calculating the power in the input signals.
机译:使用非线性主动干扰抑制控制(ADRC)来控制机器人操纵器的跟踪性能。所提出的方法不需要完全了解工厂的参数,以及外部干扰,因为它是基于未知内部动态和外部干扰的拒绝和估计。该方法简单,调谐参数简单且具有最小的调谐参数。讨论了所提出的方法的鲁棒性,以防止参数不确定性和干扰。首先,开发了操纵器的数学模型。解释ADRC理论。操纵器以ADRC形式表示。 ADRC对关节和结束效力的跟踪性能与稳健的通过(RP)控制的跟踪性能进行了比较。与RP控制相比,模拟证明了所提出的控制方法达到良好的跟踪性能。结果表明,通过计算输入信号中的功率,ADRC与RP控制相比具有较低的能量消耗。

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