Zhang Shiqiang, Xia Jingjing, Chen Jiyu, Chen Lei, Qiu Jingjiang, Guo Zhongwei, Wei Ronghan, Sun Wei
School of Mechanics and Safety Engineering, Zhengzhou University, Zhengzhou 450001, China.
Department of Mechanical Engineering and Mechanics, Tsinghua University, Beijing 100084, China.
Biomacromolecules. 2025 Jul 14;26(7):4436-4448. doi: 10.1021/acs.biomac.5c00425. Epub 2025 Jun 26.
Growing interest has focused on next-generation flexible adhesive sensors (FAS) integrated with deep learning for intelligent electronics. Existing conductive hydrogels, however, fail to concurrently achieve high stretchability, transparency, robust adhesion, and interactive precision. Here, a novel class of high-performance ionic hydrogels (AGG-M hydrogels, with M being Cu, Zn, Fe, and Zr) that synergistically combines the above features is developed. The hydrogel is fabricated by incorporating aldehyde-modified sodium alginate (Ald-alginate), gelatin methacrylate (GelMA), and glycerol into the poly(acrylic acid) network through free-radical polymerization plus an ionic coordination strategy. This endows the hydrogel with remarkable properties required for FAS applications, including excellent stretchability (1038%), optimal ionic conductivity (3.25 S/m), and high sensitivity (gauge factor = 1.932, 0%-600% strain range), accompanied by reliable long-term stability over 300 cycles. We also demonstrated its efficiency through the real-time monitoring of diverse physiological signals. Furthermore, the hydrogel was integrated with a deep learning algorithm into a wearable electronic control system, which can instantaneously recognize a diverse array of complex gestures with up to 99.4% accuracy. This work provides new insights for the future development of multifunctional hydrogels, wearable electronics, and human-machine interactions.
人们越来越关注集成深度学习的下一代柔性粘附传感器(FAS),以用于智能电子设备。然而,现有的导电水凝胶无法同时实现高拉伸性、透明度、强粘附性和交互精度。在此,开发了一类新型的高性能离子水凝胶(AGG-M水凝胶,其中M为铜、锌、铁和锆),其协同结合了上述特性。该水凝胶是通过自由基聚合加离子配位策略,将醛改性海藻酸钠(Ald-海藻酸钠)、甲基丙烯酸明胶(GelMA)和甘油掺入聚丙烯酸网络中制备而成。这赋予了水凝胶FAS应用所需的卓越性能,包括出色的拉伸性(1038%)、最佳离子电导率(3.25 S/m)和高灵敏度(应变系数=1.932,应变范围0%-600%),并在300个循环中具有可靠的长期稳定性。我们还通过对多种生理信号的实时监测证明了其有效性。此外,该水凝胶与深度学习算法集成到一个可穿戴电子控制系统中,该系统能够以高达99.4%的准确率即时识别各种复杂手势。这项工作为多功能水凝胶、可穿戴电子设备和人机交互的未来发展提供了新的见解。