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Capturing hand tremors with a fuzzy logic wheelchair joystick controller

机译:用模糊逻辑轮椅操纵杆控制器捕捉手颤抖

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摘要

We have designed and built a fuzzy logic wheelchair controller which minimizes the effect of Multiple Sclerosis and tremors. The aim of our project has been to give people with Multiple Sclerosis better control of an electric wheelchair by removing tremors from the joystick signal. The system intercepts the signal from the joystick and then passes it through the fuzzy logic controller. The fuzzy logic identify and eliminate erratic or unusual movements, employing a history mechanism to determine what "unusual" is. The fuzzy logic than outputs a signal which closely represents the intent of the user. This paper reports on the experiments conducted with our prototype wheelchair, using test volunteers with MS, as well as on the design of a new fuzzy controller. Also, we give a brief overview of the variety of recorded tremors. We show that those who have the most severe MS tremors benefit from the system, and are able to control the wheelchair safely.
机译:我们设计并制造了一种模糊逻辑轮椅控制器,该控制器将多发性硬化症和震颤的影响降至最低。我们项目的目的是通过消除操纵杆信号中的震颤,使多发性硬化症患者更好地控制电动轮椅。系统截取来自操纵杆的信号,然后将其通过模糊逻辑控制器。模糊逻辑使用历史机制确定什么是“异常”,从而识别并消除不稳定或异常的运动。然后,模糊逻辑输出一个信号,该信号密切代表用户的意图。本文报告了使用我们的原型轮椅进行的实验,使用MS的测试志愿者以及新型模糊控制器的设计。另外,我们简要概述了各种记录的震颤。我们表明,那些患有最严重的MS震颤的人将从该系统中受益,并能够安全地控制轮椅。

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