灵活力学映射的审查:感应,传输,计算和集成范式
Qinhua Hu1, Hengchi Lin1, Chengming Hu1
1DGUT-CNAM Institute, Dongguan University of Technology, Dongguan 523106, China.
ACS applied materials & interfaces
|January 26, 2026
概括
灵活机械绘图 (FMM) 通过在复杂的表面上实现分布式,高准确度的机械传感来推进体现智能. 这篇评论探讨了智能,皮肤类感知系统的传感,传输,计算和集成 (STCI).
科学领域:
- 材料科学 材料科学 材料科学
- 机器人技术 机器人技术 机器人技术
- 人工智能的人工智能
背景情况:
- 灵活机械映射 (FMM) 对体内智能和物联网至关重要.
- 传统方法侧重于单点检测,限制了高保真度分布式传感.
- 需要一个整体的方法来整合传感,传输,计算和应用.
研究的目的:
- 提供灵活机械绘图 (FMM) 技术的全面审查.
- 分析用于FMM的传感传输计算集成 (STCI) 范式.
- 确定挑战,并提出智能皮肤感知系统的路线图.
主要方法:
- 对电气和机械光学传感途径的审查,包括凝,纤维,MXenes,超表面和机械发光材料等材料.
- 对信号传输策略和人工智能的分析,用于数据解码和图像重建.
- 在多式联接,生物界面和闭环触觉系统中探索系统级突破.
主要成果:
- 评估成熟的电气多单元阵列和新兴的机械光学路径.
- 展示AI在从传感器数据中重建超分辨率机械图像方面的作用.
- 识别多式融合,生物接口和闭环触觉系统的进展.
结论:
- 对于先进的嵌入式智能和物联网应用程序来说,FMM至关重要.
- STCI范式为FMM开发提供了一个统一的框架.
- 克服当前的瓶将加速智能,类似皮肤感知的部署.
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