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Development of a New Intelligent Joystick for People with Reduced Mobility

机译:开发流动性降低的人的新智能操纵杆

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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:尽管电动轮椅多样性,但许多人的局限性和老年人的困难使用了他们的标准操纵杆。因此,他们无法满足他们的需求或确保安全旅行。最近的辅助技术可以帮助他们提供自主权和独立性。这项工作涉及人工智能设备的实时实施,以克服这些问题。在从以前的工作中审查文献之后,我们提出了在电动轮椅上实施我们智能控制系统的方法和过程。该系统基于神经算法,克服了标准操纵杆的出现问题,例如在一个方向上正确地移动。然而,这意味着需要适当的方法来映射操纵杆手柄的位置。真正轮椅上的实验与Mohamed Kassab国家研究所骨科,物理和功能性康复医院的真正患者进行了真正的伤痕宫。与使用标准操纵杆相比,建议的智能系统提供了良好的效果。

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