社交机器人和自闭症儿童应用程序的模糊逻辑类型1和2

P. Ponce, A. Molina, Dimitra Grammatikou, Omar Mata
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引用次数: 3

摘要

技术是治疗儿童自闭症的宝贵工具。它可以加强治疗,在一个友好和可控的环境中提供一个新的社会互动渠道。本文提出了一个基于两个主要要素的集成技术平台。第一个是一个机器人,专门设计用于在干预过程中协作,引发亲社会行为,以及一个平板电脑应用程序,明确旨在与机器人一起补充干预活动,同时为治疗师提供行政支持,提供有关儿童在干预期间的统计表现的信息。另一方面,在技术平台上实现模糊逻辑系统,以提高机器人和平板电脑的性能。模糊逻辑包括一个基于语言规则的推理系统,它可以自动覆盖不同的社会情境,从而帮助治疗师在儿童进行整体治疗时与儿童进行互动。本文给出了以机器人和平板应用程序为主要支撑工具的完整设计。针对不同的自闭症儿童设计并实施了社交技能疗法。此外,模糊逻辑证明了它是一个鲁棒的系统,可以处理不确定性,使机器人能够根据孩子的输入信号产生正确的响应。最后,初步的结果给出了一个很好的洞察,这一拟议的综合治疗的潜力。此外,模糊逻辑是设计治疗的主要组成部分。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fuzzy Logic Type 1 and 2 for Social Robots and Apps for Children with Autism
Technology is a valuable tool for the treatment of autism in children. It can enhance the therapy, providing a new social channel of interaction in a friendly and controlled environment. This paper proposes an integral technological platform based on two main elements. The first one is a robot, specifically designed to collaborate in the intervention process eliciting pro-social behavior, and a tablet application program, explicitly intended to complement the intervention activities with the robot, giving at the same time administration support to the therapist offering information about the statistical performance of the child during the intervention. On the other hand, fuzzy logic systems are implemented in the technological platform to increase the performance in the robot and the tablet. Fuzzy logic includes an inference system based on linguistic rules that help therapist to interact with the children when they are taking the integral therapy because the inference system can cover different social situations in automatic way. This paper shows the complete design of the robot and tablet application as the main supported tools. The social skill therapy is designed and implemented to different children with autism. Moreover, fuzzy logic demonstrated that is a robust system for dealing with uncertainties so that the robot can generate a correct response according with the input signal from the child. Finally, the preliminary results give a good insight about the potential of this proposed integral therapy. In addition, fuzzy logic is a principal component for designing the therapy.
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