Recent progress in high-resolution tactile sensor array: From sensor fabrication to advanced applications

触觉传感器 计算机科学 可穿戴计算机 可穿戴技术 信号(编程语言) 传感器阵列 机器人 嵌入式系统 人工智能 机器学习 程序设计语言
作者
Rui Wang,Shaoxiong Hu,Wei Zhu,Yue Huang,Wenhao Wang,Ying Li,Yuchen Yang,Jiajie Yu,Yuan Deng
出处
期刊:Progress in Natural Science: Materials International [Elsevier BV]
卷期号:33 (1): 55-66 被引量:20
标识
DOI:10.1016/j.pnsc.2023.02.005
摘要

Tactile sensors can transform the environmental stimuli into electrical signals to perceive and quantify the environmental information, which show huge application prospects. The development of bionic robots and wearable devices towards intelligence has put high demands on the performance of tactile sensor arrays. Herein, the current state-of-the-art tactile sensor arrays over recent years have been summarized, from sensor array fabrication to advanced applications. The main preparation methods of patterned array including screen printing, 3D printing, laser microprocessing, and textile technology are discussed in detail. Strategies to optimize the signal crosstalk caused by flexible high-density sensor arrays are systematically introduced from the perspective of structure design and circuit design. Furthermore, advanced tactile sensors are not limited to a single pressure sensing function, and hence the development of multimodal detection for sensors has been discussed. In order to promote the adaptability in applications, stretchable and self-powered versatile integration scheme for advanced sensing are briefly described. Then, by means of machine learning and neural networks, it is possible to deeply explore the information embedded in the tactile acquisition signal with enriched application scenarios. Finally, the current challenges and the future perspectives for flexible tactile sensor arrays towards practical use are provided.

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