一个多式联动的家用服务机器人交互系统,用于那些能力下降的人来表达自己
Chaolong Qin1, Aiguo Song1, Linhu Wei1
1State Key Laboratory of Bioelectronics, Jiangsu Key Lab of Remote Measurement and Control, School of Instrument Science and Engineering, Southeast University, Nanjing, 210096 China.
概括
这项研究引入了一种多式联动式家庭服务机器人系统,用于辅助生活,达到93.62%的意图识别准确度. 该系统通过适应不同用户需求和环境,增强了老年人的独立性.
科学领域:
- 机器人技术 机器人技术 机器人技术
- 人与计算机的交互
- 辅助技术 辅助技术 辅助技术
背景情况:
- 由于护士短缺和人口老龄化,对老年护理解决方案的需求日益增加.
- 用户机器人交互的挑战源于不同的用户环境和沟通能力.
- 现有的辅助技术往往缺乏适应个人用户需求和偏好的能力.
研究的目的:
- 开发用于环境辅助生活的多式联动家庭服务机器人交互系统.
- 为准确的意图识别提出一个多式联络融合算法.
- 通过智能机器人辅助来增强用户独立性和护理人员支持.
主要方法:
- 实施了一种多式联动系统,包括触摸,语音,肌电手势,视觉手势和触觉.
- 开发了一种多式联络融合算法,可以考虑短期和长期的用户变化.
- 设计虚拟培训和评估工具,用于评估用户交互模式.
主要成果:
- 开发的系统在各种场景中表现出稳定性和有效性.
- 实现了 93.62% 的高意图识别率.
- 老年人成功地采用了独立生活辅助系统.
结论:
- 多式联动机器人交互系统有效地解决了辅助生活中的意图识别挑战.
- 该系统提供了一个稳定,可适应和用户友好的解决方案,以提高老年人的独立性.
- 这项技术显示出支持护理人员和改善老年人生活质量的巨大潜力.
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