Design of embedded cervical spine health intelligent system
10.19745/j.1003-8868.2024149
- VernacularTitle:嵌入式颈椎健康智能系统设计
- Author:
Qian-Cheng ZHANG
1
;
Wan-Yue ZHOU
;
Jie-Min HUANG
;
Jun-Ying GONG
;
Yong-Ling HE
Author Information
1. 广东药科大学医药信息工程学院,广州 510006
- Keywords:
embedded system;
cervical spine health system;
cervical spine health monitoring;
cervical spine rehabilitation training;
cervical spine disorder
- From:
Chinese Medical Equipment Journal
2024;45(8):26-31
- CountryChina
- Language:Chinese
-
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]
