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A Virtual Environment-Based Training System for a Blind Wheelchair User Through Use of Three-Dimensional Audio Supported by Electroencephalography

机译:通过使用脑电图支持的三维音频为盲人轮椅用户提供基于虚拟环境的培训系统

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摘要

People with disabilities encounter many difficulties, especially when a diagnosis of more than one dysfunction is made, as is the case for visually impaired wheelchair users. In fact, this scenario generates a degree of incapacity in terms of the performance of basic activities on the part of the wheelchair user. The treatment of disabled patients is performed in an individualized manner according to their particular clinical aspects. People with visual and motor disabilities are restricted in independent navigation. In this navigation scenario, there is a requirement for interaction that justifies the use of virtual reality (VR). In addition, locomotion needs to be under natural control to be successfully incorporated. Based on such a condition, electroencephalography (EEG) has shown great advances in the area of health by employing spontaneous brain signals. This research demonstrates, through an experiment, the use of a wheelchair adapted to have the support of VR and EEG for training of locomotion and individualized interaction of wheelchair users with visual impairment. The objective was to provide efficient interactions, thus allowing the social inclusion of patients who are considered otherwise incapacitated. This project was based on the following criteria: natural control, feedback, stimuli, and safety. A multilayer computer rehabilitation system was developed that incorporated natural interaction supported by EEG, which activated the movements in the virtual environment and real wheelchair through adequately performed experiments. This research consisted of elaborating a suitable approach for blind wheelchair user patients. The results demonstrated that the use of VR with EEG signals has the potential for improving the quality of life and independence of blind wheelchair users.
机译:残疾人遇到许多困难,特别是在诊断出不只一种功能障碍时,尤其是视障轮椅使用者。实际上,这种情况在轮椅使用者方面在进行基本活动方面产生了一定程度的丧失能力。残疾患者的治疗根据其特定的临床方面以个体化的方式进行。视力和运动障碍人士仅限于独立导航。在此导航方案中,需要进行交互以证明使用虚拟现实(VR)是合理的。另外,运动必须在自然控制下才能成功整合。基于这种情况,脑电图(EEG)通过使用自发性大脑信号在健康领域显示出了巨大的进步。这项研究通过一项实验表明,使用一种具有VR和EEG支持的轮椅来训练视力障碍轮椅使用者的运动和个性化互动。目的是提供有效的互动,从而使那些原本无能力的患者融入社会。该项目基于以下标准:自然控制,反馈,刺激和安全。开发了一种多层计算机康复系统,该系统结合了由EEG支持的自然交互作用,通过适当执行的​​实验激活了虚拟环境和真实轮椅中的运动。这项研究包括为盲人轮椅使用者制定一种合适的方法。结果表明,将VR与EEG信号配合使用具有改善盲人轮椅使用者的生活质量和独立性的潜力。

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