可穿戴下肢康复外骨骼机器人动力学建模与辨识

Yang Liu, Jiajun Zhang, W. Liao
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引用次数: 0

摘要

可穿戴式下肢康复外骨骼机器人在下肢障碍患者的下肢康复训练和辅助行走中发挥了积极的作用。首先,采用拉格朗日方法建立了考虑摩擦的3自由度连杆动力学模型;其次,设计了基于下肢外骨骼原型的参数辨识实验。它包括三个部分:指定位置控制的离散运动静态实验、线性激励控制的匀速运动动态实验和正弦激励控制的连续运动动态实验。在实验过程中,为方便计算,将关节输出转矩表达式中的若干项设为零,将参数留待识别。基于获取的作动器转矩数据,利用最小二乘法进行绘图和拟合,确定了惯性参数、静摩擦和库仑粘性摩擦等9个参数。最后,通过对比实验测得的转矩与模型估计的转矩,验证了参数辨识结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dynamic Modeling and Identification of Wearable Lower Limb Rehabilitation Exoskeleton Robots
Wearable lower limb rehabilitation exoskeleton robots play a positive role in lower limb rehabilitation training and assistance walking for patients with lower limb disorders. Firstly, the 3 degrees of freedom link-based dynamic model with friction is established by the Lagrange method. Secondly, a parameter identification experiment is designed based on a lower limb exoskeleton prototype. It contains three parts: static experiment of discrete controlled by specified position, dynamic experiment of uniform speed motion controlled by linear excitations, and dynamic experiment of continuous motion controlled by sinusoidal excitations. During the process of experiment, several terms in joint output torque expression are set to zero for simplicity of calculation, and leave the parameters to be identified. Furthermore, based on the acquired actuator torque data, nine parameters are identified by plotting and curves fitting with the least square method, including inertial parameters, static friction and Coulomb viscous friction. Finally, the parameter identification results are verified through comparing the torque measured by experiment and estimated by model.
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