电子技术2024,Vol.53Issue(3) :369-371.

基于RNN神经网络的血糖检测系统设计

Design of Blood Glucose Detection System Based on RNN Neural Network

王聪 徐鹤 陈培培 龙佳钰
电子技术2024,Vol.53Issue(3) :369-371.

基于RNN神经网络的血糖检测系统设计

Design of Blood Glucose Detection System Based on RNN Neural Network

王聪 1徐鹤 1陈培培 1龙佳钰1
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作者信息

  • 1. 南京邮电大学通达学院,江苏 225127
  • 折叠

摘要

阐述基于RNN神经网络血糖检测系统总体设计,分析系统的具体设计要求,硬件设计包括模块设计、网络通信电路设计,软件设计包括上位机软件设计、系统检测流程.探讨基于RNN神经网络血糖数据分析方法,主要有信号分离、心率参数、体表温度及辐射能量.

Abstract

This paper describes the overall design of a blood glucose detection system based on RNN neural network,analyzes the specific design requirements of the system,hardware design includes module design,network communication circuit design,software design includes upper computer software design,and system detection process.It explores blood glucose data analysis methods based on RNN neural networks,mainly including signal separation,heart rate parameters,body surface temperature,and radiation energy.

关键词

检测系统/RNN神经网络/无创血糖检测

Key words

detection system/RNN neural network/non-invasive blood glucose detection

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基金项目

南京邮电大学通达学院创新创业教育专项(2022)(JG20922014)

出版年

2024
电子技术
上海市电子学会,上海市通信学会

电子技术

影响因子:0.296
ISSN:1000-0755
参考文献量10
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