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A Cloud-based Brain-controlled Wheelchair with Autonomous Indoor Navigation System

机译:基于云的脑控制轮椅,具有自主室内导航系统

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Paralysis is the most inhibiting among all the severe motor disabilities. Indeed, people are inflicted with paralysis as the result of an accident or a medical condition that affects - completely or partially, the way muscles and nerves function. However, these patients are cognitively aware, and their mental abilities are unimpaired, and can still be autonomous and more useful in many other ways than many able-bodied people. Braincomputer interface (BCI) technology is now being incorporated into the treatment of physically impaired patients offering them an improved mobility and thus autonomy. In this paper, we propose to develop a smart brain-controlled wheelchair with autonomous navigation system for people with severely impaired motor functions. Our proposed solution allows its users to move around in indoor premises with great flexibility and minimum instructions. That is, high-level commands such as “Go to location X” is enough for the wheelchair to move to the desired location while finding its way around obstacles and obstructions. This system relies on two main components: a BCI interface to issue high level commands to the wheelchair, and a component for autonomous indoor navigation system which integrates all the elements of path planning obstacle detection and avoidance. In addition, the solution relies on the use of trained models that are deployed in cloud and provided as facility specific services.
机译:瘫痪是所有严重的运动残疾中最抑制的。实际上,人们因事故或影响 - 完全或部分地影响肌肉和神经功能而导致的瘫痪。然而,这些患者认识地意识到,他们的心理能力是未受害的,并且在许多其他方式比许多能够拥有的人中,他们仍然可以是自主和更有用的。脑干计算机界面(BCI)技术现已纳入治疗物理受损的患者,该患者提供改善的流动性,从而自主。在本文中,我们建议开发一个具有自主导航系统的智能脑控制轮椅,用于运动功能严重受损的人。我们所提出的解决方案允许其用户在室内场所移动,具有极大的灵活性和最低指示。也就是说,诸如“转到位置X”之类的高级命令足以让轮椅移动到所需的位置,同时找到距障碍物和障碍物的方式。该系统依赖于两个主要组件:BCI接口,用于向轮椅发出高级命令,以及自动室内导航系统的组件,该系统集成了路径规划障碍物检测和避免的所有元素。此外,解决方案依赖于使用云的培训型号,并作为设施特定服务提供。

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