医疗卫生装备2024，Vol.45Issue(8)：26-31,6.DOI:10.19745/j.1003-8868.2024149
嵌入式颈椎健康智能系统设计
Design of embedded cervical spine health intelligent system
摘要
Abstract
Objective To design an embedded cervical spine health intelligent system for health monitoring and disease prevention of cervical spine.Methods The system was composed of a portable monitoring terminal,a cloud server and a WeChat App.The portable monitoring terminal consisted of a data acquisition module,a data processing module and an IoT communication module,in which the data acquisition module used JY 901-S as the main data sensor,the data processing had STM32F4 as the main control chip and China-made RT-Thread as the embedded operating system and realized classified head motion identification with an activity recognition model,and the IoT communication module selected an ESPRESSIF ESP32-C3 series Wi-Fi Bluetooth dual-mode module.The cloud server had a Web server architecture of Linux+Nginx+uWSGI,which stored user data with MySQL database and assessed cervical health status with an evaluation model.The WeChat App was developed with WXML+WXSS+WXS.Results The system developed basically realized the functions for health status monitoring and motion guidance of cervical spine,with an average accuracy for classified head motion identification higher than 90％and a measurement accuracy for neck joint mobility being±1°.Condusion The system developed effectively help users establish and maintain regular cervical spine health exercise behaviors,and provides hospitals and other institutions with reliable rehabilitation exercise treatment programs and rehabilitation care data support.[Chinese Medical Equipment Journal,2024,45(8):26-31]关键词
嵌入式系统/颈椎康复设备/颈椎健康监测/颈椎康复训练/颈椎病Key words
embedded system/cervical spine health system/cervical spine health monitoring/cervical spine rehabilitation training/cervical spine disorder分类
医药卫生引用本文复制引用
张前程,周琬玥,黄杰民,龚隽盈,何永玲..嵌入式颈椎健康智能系统设计[J].医疗卫生装备,2024,45(8):26-31,6.基金项目
国家级大学生创新创业训练计划项目(202310573014) （202310573014）
