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远程视力辅助模拟与训练平台

A Simulation and Training Platform for Remote-Sighted Assistance.

作者信息

Huang Xuantuo, Zhang Rong, Li Yancheng, Zhang Bingao, Zhang Jianhua, Xu Jingjing, Xu Shengyong

机构信息

Key Laboratory for the Physics and Chemistry of Nanodevices, School of Electronics, Peking University, Beijing 100871, China.

School of Computer Science and Engineering, Tianjin University of Technology, Tianjin 300384, China.

出版信息

Sensors (Basel). 2024 Dec 4;24(23):7773. doi: 10.3390/s24237773.

Abstract

Remote-sighted assistance (RSA) is a technology designed to provide assistance for visually impaired people (VIPs). In this scene, a remote-sighted agent communicates and sends commands to navigate and assist VIPs via real-time video sent back. However, the latency in real-time video and the deviation in the execution of instructions by VIPs are two important factors that affect the performance of agents to guide them. Therefore, how to enable agents to better guide VIPs under conditions of video transmission latency and deviation in instruction execution is an important issue. In this paper, we utilize Unreal Engine to create a virtual training platform for RSA, which simulates VIPs executing instructions in the real world and resembles the environment in RSA systems. We aim to help remote-sighted agents quickly master the set of vibration commands formed after encoding tactile vibrations and enable them to guide VIPs more effectively. Our experiment results show that, compared with untrained novices, when guiding people through the same path, agents trained on this platform reduce their average time by 32.09% and their average number of contacts with the environment by 57.57%. Our work provides agents with a simple and convenient simulation and training platform designed to enhance their performance by guiding VIPs with less travel time and fewer environmental contacts. Through this platform, agents can more effectively assist the visually impaired.

摘要

远视辅助(RSA)是一种旨在为视障人士(VIP)提供帮助的技术。在这种场景中,一个远视代理通过回传的实时视频进行通信并发送指令,以引导和协助视障人士。然而,实时视频中的延迟以及视障人士执行指令时的偏差是影响代理引导他们的性能的两个重要因素。因此,如何在视频传输延迟和指令执行偏差的情况下使代理更好地引导视障人士是一个重要问题。在本文中,我们利用虚幻引擎为RSA创建了一个虚拟训练平台,该平台模拟视障人士在现实世界中执行指令的情况,并且类似于RSA系统中的环境。我们旨在帮助远视代理快速掌握对触觉振动进行编码后形成的一组振动指令,并使他们能够更有效地引导视障人士。我们的实验结果表明,与未受过训练的新手相比,在引导人们通过同一路径时,在这个平台上训练的代理将平均时间减少了32.09%,与环境的平均接触次数减少了57.57%。我们的工作为代理提供了一个简单便捷的模拟和训练平台,旨在通过以更少的行进时间和更少的环境接触来引导视障人士来提高他们的性能。通过这个平台,代理可以更有效地协助视障人士。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5705/11644849/7adfc84fab06/sensors-24-07773-g001.jpg

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