视障人士智能导航机器人的研制

IF 0.8 Q4 ROBOTICS
Jin Yien Lee, Taiga Eguchi, Wen Liang Yeoh, Hiroshi Okumura, Osamu Fukuda
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引用次数: 0

摘要

有视觉障碍的人经常依靠辅助工具,如白手杖和导盲犬来导航他们的环境。虽然这些工具提供了一定程度的支持,但它们的有效性在复杂或动态变化的环境中经常受到限制,即使对用户进行了广泛的培训。为了解决这些限制,我们开发了一种智能导航机器人,它集成了用于物体检测的人工智能,为传统辅助工具提供了一种可行的替代方案。该机器人被设计为通过听觉警报提供实时帮助,同时允许用户根据自己的意图保持对机器人方向的完全控制。在一项实验研究中,参与者使用智能导航机器人和白色手杖在不同的环境中导航,从而评估了机器人的有效性。参与者对机器人的可用性、可靠性、安全性和交互质量的看法使用Godspeed系列问卷进行评估。对比分析表明,智能导航机器人的表现优于白手杖,尤其是在动态场景下。这些发现表明,该机器人有可能大大提高视力障碍患者的生活质量和独立性,提供比以前更大程度的自由。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Development of smart navigation robot for the visually impaired

Individuals with visual impairments often rely on assistive tools such as white canes and guide dogs to navigate their environments. While these tools provide a certain level of support, their effectiveness is frequently constrained in complex or dynamically changing environments, even with extensive user training. To address these limitations, we have developed a smart navigation robot that integrates artificial intelligence for object detection, offering a viable alternative to traditional assistive tools. The robot is designed to provide real-time assistance through auditory alerts, all while allowing the user to maintain full control over the robot’s direction according to their intentions. The robot’s effectiveness was evaluated through an experimental study in which participants navigated diverse environments using both the smart navigation robot and a white cane. Participant perceptions of the robot’s usability, reliability, safety, and interaction quality were evaluated using the Godspeed Questionnaire Series. The comparative analysis revealed that the smart navigation robot outperformed the white cane, particularly in dynamic scenarios. These findings suggest that the robot has the potential to substantially improve the quality of life and independence of individuals with visual impairments, offering a greater degree of freedom than was previously attainable.

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来源期刊
CiteScore
2.00
自引率
22.20%
发文量
101
期刊介绍: Artificial Life and Robotics is an international journal publishing original technical papers and authoritative state-of-the-art reviews on the development of new technologies concerning artificial life and robotics, especially computer-based simulation and hardware for the twenty-first century. This journal covers a broad multidisciplinary field, including areas such as artificial brain research, artificial intelligence, artificial life, artificial living, artificial mind research, brain science, chaos, cognitive science, complexity, computer graphics, evolutionary computations, fuzzy control, genetic algorithms, innovative computations, intelligent control and modelling, micromachines, micro-robot world cup soccer tournament, mobile vehicles, neural networks, neurocomputers, neurocomputing technologies and applications, robotics, robus virtual engineering, and virtual reality. Hardware-oriented submissions are particularly welcome. Publishing body: International Symposium on Artificial Life and RoboticsEditor-in-Chiei: Hiroshi Tanaka Hatanaka R Apartment 101, Hatanaka 8-7A, Ooaza-Hatanaka, Oita city, Oita, Japan 870-0856 ©International Symposium on Artificial Life and Robotics
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