视障导盲犬机器人边缘计算平台

Jin-Hui Zhu, Yinong Chen, Mei Zhang, Qiang Chen, Ying Guo, Huaqing Min, Zhilie Chen
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引用次数: 11

摘要

导盲犬机器人的信息处理需要昂贵的计算资源来满足实时性能。提出了一种基于Intel Up-Squared板和神经计算棒的边缘计算框架。在该框架上进行图像处理和实时控制。此外,还实现了语音识别和命令,这些都是在亚马逊云服务上处理的。视觉、语音和控制服务由ASU VIPLE(视觉物联网/机器人编程语言环境)集成。开发了一个原型,实现了导盲犬的避障功能、交通标志识别与跟随功能以及与人的语音交互功能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Edge Computing Platform of Guide-dog Robot for Visually Impaired
Information processing of guide dog robot requires expensive computing resources to meet real-time performance. We propose an edge computing framework based on Intel Up-Squared board and neural compute stick. Image processing and real-time control are performed on the framework. In addition, the voice recognition and commanding are also implemented, which are processed on Amazon cloud service. Vision, speech, and control services are integrated by ASU VIPLE (Visual IoT/Robotics Programming Language Environment). A prototype is developed, which implements the guide dog’s obstacle avoidance, traffic sign recognition and following, and voice interaction with human.
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