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Development of a New Intelligent Joystick for People with Reduced Mobility

机译:为行动不便的人开发新型智能操纵杆

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摘要

Despite the diversity of electric wheelchairs, many people with physical limitations and seniors have difficulty using their standard joystick. As a result, they cannot meet their needs or ensure safe travel. Recent assistive technologies can help to give them autonomy and independence. This work deals with the real-time implementation of an artificial intelligence device to overcome these problems. Following a review of the literature from previous work, we present the methodology and process for implementing our intelligent control system on an electric wheelchair. The system is based on a neural algorithm that overcomes problems with standard joystick maneuvers such as the inability to move correctly in one direction. However, this implies the need for an appropriate methodology to map the position of the joystick handle. Experiments on a real wheelchair are carried out with real patients of the Mohamed Kassab National Institute Orthopedic, Physical and Functional Rehabilitation Hospital of Tunis. The proposed intelligent system gives good results compared to the use of a standard joystick.
机译:尽管电动轮椅种类繁多,但许多身体残障和年长的人仍难以使用其标准操纵杆。结果,他们不能满足他们的需求或确保安全的旅行。最近的辅助技术可以帮助他们自治和独立。这项工作涉及人工智能设备的实时实现,以克服这些问题。在回顾了先前工作的文献之后,我们介绍了在电动轮椅上实施智能控制系统的方法和过程。该系统基于一种神经算法,该算法克服了标准操纵杆操纵的问题,例如无法沿一个方向正确移动。但是,这意味着需要一种适当的方法来绘制操纵杆手柄的位置。突尼斯市穆罕默德·卡萨布(Mohamed Kassab)国家研究所骨伤,肢体和功能康复医院的真实患者在真实轮椅上进行了实验。与使用标准操纵杆相比,所提出的智能系统具有良好的效果。

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