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Updated: Sep 8, 2025

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一个基于多模式感知融合的全方位近距离触摸传感器,用于最小侵入性手术机器人
Dongsheng Li1, Tianci Ji1, Yuyang Sun1
1School of Mechanical and Electrical Engineering, Jiangsu Key Laboratory of Embodied Intelligence Robot Technology, Soochow University, Suzhou, 215137, China.
Advanced science (Weinheim, Baden-Wurttemberg, Germany)
|June 19, 2025
概括
这项研究为手术机器人引入了一种新的传感器,提高了它们"感觉"和检测物体的能力. 这提高了安全性,并有助于在微创手术期间识别异常组织.
科学领域:
- 机器人技术 机器人技术 机器人技术
- 生物医学工程 生物医学工程
- 传感器技术 传感器技术
背景情况:
- 最少侵入性的手术机器人提供了好处,但缺乏足够的感知.
- 充足的传感对于安全有效的机器人手术至关重要.
研究的目的:
- 为手术机器人开发一个全方位的近距离触摸传感模块.
- 为了提高机器人辅助手术的安全性和诊断能力.
主要方法:
- 开发了一种多式传感模块,集成超声波 (MEMS pMUT),电容和电流传感器.
- 实现了无线振动反腕带和数字双胞胎接口.
- 利用卷积神经网络进行基于超声波回声的组织识别.
主要成果:
- 该系统证明了手术机器人的安全性提高.
- 在初步检测皮下异常组织时获得了91.6%的准确性.
- 集成的传感器提供准确的近距离触觉感知.
结论:
- 开发的传感器模块显著改善了手术机器人的安全性和感知.
- 它为初步诊断提供了潜力,并推进了智能机器人手术.
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