一种可穿戴的避障装置,用于具有跨模式学习的视力障碍者
Yun Gao1,2, Dan Wu3, Jie Song2
1Key Laboratory of Broadband Wireless Communication and Sensor Network Technology (Ministry of Education), Nanjing University of Posts and Telecommunications, Nanjing, China.
Nature communications
|March 25, 2025
概括
这项研究介绍了使用智能眼镜和智能手机的可穿戴避障装置. 该系统实现了100%的避免碰撞,具有快速响应和长时间的电池寿命,提高了用户的安全性.
科学领域:
- 可穿戴技术是可穿戴的技术.
- 机器人技术 机器人技术 机器人技术
- 计算机视觉 计算机视觉 计算机视觉
背景情况:
- 可穿戴避障设备在平衡可靠性,响应时间,电池寿命和可用性方面面临挑战.
- 现有的系统往往难以同时满足所有实际需求.
研究的目的:
- 开发一种可穿戴的避障装置,它结合了高可靠性,快速响应,延长使用时间和可用的设计.
- 提高环境感知和障碍物检测,以提高用户安全.
主要方法:
- 一个自主开发的可穿戴设备,包括智能眼镜 (400g,80g电池) 和智能手机.
- 在定制FPGA板上使用深度辅助视频压缩模块进行多模式数据收集 (视频,深度).
- 智能手机上的跨模式障碍物检测模块使用跨模式学习进行警报.
主要成果:
- 在各种室内和室外实验中证明了100%的避免碰撞率.
- 实现了不到320毫秒的系统延迟.
- 在一次充电后提供大约11小时的运行时间.
结论:
- 开发的可穿戴避障装置有效地解决了当前系统的局限性.
- 该系统提供了一种可靠,快速响应和持久的解决方案,用于避开障碍物,通过多模式感知和跨模式学习增强用户安全.
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