纺织工程学报2024，Vol.2Issue(4)：86-96,11.
步态识别智能护膝的制备及其在关节康复训练中的应用
Preparation of gait recognition intelligent knee brace and its application in joint rehabilitation training
摘要
Abstract
With the continuous emergence of intelligent wearable products,clothing that balances comfort and intelligence is becoming increasingly popular among consumers.The combination of intelligent sensing devices and clothing can greatly leverage the characteristics of intelligence,comfort,and lightweight,thus being widely used in fields such as human monitoring,medical rehabilitation,and sports competitions.Nylon,conductive sil-ver yarn and spandex are knitted to prepare an elastic capacitive yarn strain sensor,which is successfully inte-grated into a sports knee pad.The design and preparation of a multi area strain sensing intelligent knee pad with high sensitivity and stability have been achieved by reasonably arranging the sensor area to ensure accurate per-ception of human motion.We collected abnormal gait motion data from the human body,analyzed and identi-fied the data using efficient motion feature extraction and machine learning algorithms,and ultimately success-fully constructed an intelligent joint injury rehabilitation auxiliary training system,bringing new development opportunities to the field of rehabilitation training.关键词
智能纺织品/护膝/纱线应变传感器/步态识别/关节损伤/康复训练/机器学习Key words
smart textiles/knee pads/yarn strain sensors/gait recognition/joint injury/rehabilitation training/machine learning分类
轻工纺织引用本文复制引用
卢妍,李哲,刘英存,夏敏,李杰,方剑..步态识别智能护膝的制备及其在关节康复训练中的应用[J].纺织工程学报,2024,2(4):86-96,11.基金项目
国家重点研发计划项目(2022YFB3805800) （2022YFB3805800）
国家自然科学基金面上项目(52173059) （52173059）
江苏省高校自然科学研究项目重大项目(21KJA540002). （21KJA540002）
