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Intelligent Control and Dynamic Modeling for System of Human and Wheeled Robotic Walker

机译:人力和轮式机器人沃克系统智能控制与动态建模

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摘要

In order to develop assistive devices that involve physical human-robot interaction, a dynamical model of the human and the robot should be considered. This paper proposes a coupled dynamic model for human walking with a wheeled robotic walker together with a built-in fuzzy controller on the human model. The 2-D linear inverted pendulum mode is used to model human walking coupled through a parallel linear spring and damper to the walker robot. In order to generate a stable walking pattern, a fuzzy controller is implemented. The controller performance is compared to a conventional PID controller, and the results are validated with the experimental data of human walking along with a wheeled walker for five healthy subjects. The proposed model can be utilized in developing controllers for robotic walkers that consider the user's dynamics.
机译:为了开发涉及物理人员机器人相互作用的辅助装置,应该考虑人类和机器人的动态模型。本文提出了一种带有轮式机器人步行者的人类行走的耦合动态模型,与人类模型的内置模糊控制器一起。 2-D线性反转摆锤模式用于将人行道的模拟通过平行线性弹簧和阻尼器耦合到助行器机器人。为了产生稳定的行走模式,实现了模糊控制器。将控制器性能与传统的PID控制器进行比较,结果与人类行走的实验数据以及用于五个健康主题的轮式助行器验证。所提出的模型可用于开发用于考虑用户动态的机器人步行者的控制器。

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