计算机科学
传感器融合
可穿戴计算机
数码产品
可穿戴技术
数据处理
机器人学
人工智能
领域(数学)
数据采集
嵌入式系统
人机交互
机器人
工程类
电气工程
数据库
数学
纯数学
操作系统
作者
Derrick Ampadu Boateng,Xukai Li,Yuhan Zhu,Hao Zhang,Meng Wu,Lu He,Yan Kang,Hongbo Zeng,Linbo Han
标识
DOI:10.1016/j.bios.2024.116499
摘要
With the advent of flexible electronics and sensing technology, hydrogel-based flexible sensors have exhibited considerable potential across a diverse range of applications, including wearable electronics and soft robotics. Recently, advanced machine learning (ML) algorithms have been integrated into flexible hydrogel sensing technology to enhance their data processing capabilities and to achieve intelligent perception. However, there are no reviews specifically focusing on the data processing steps and analysis based on the raw sensing data obtained by flexible hydrogel sensors. Here we provide a comprehensive review of the latest advancements and breakthroughs in intelligent perception achieved through the fusion of ML algorithms with flexible hydrogel sensors, across various applications. Moreover, this review thoroughly examines the data processing techniques employed in flexible hydrogel sensors, offering valuable perspectives expected to drive future data-driven applications in this field.
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