首页> 外文会议>International Conference on the Development of Biomedical Engineering in Vietnam >Design a Customizable Low-Cost, Matlab Based Wireless Data Acquisition System for Real-Time Physiological Signal Processing
【24h】

Design a Customizable Low-Cost, Matlab Based Wireless Data Acquisition System for Real-Time Physiological Signal Processing

机译:设计可定制的低成本,基于MATLAB的无线数据采集系统,用于实时生理信号处理

获取原文

摘要

This paper presents the design of a wireless data acquisition system to acquire and process physiological signals in real-time using Matlab. The system comprises two frameworks: hardware and software. The hardware consists of a wifi connection and four slots to plug in the sensors. The signal on each slot can be sampled at the user determined rate up to 4 K samples-per-second for a 16-bit resolution of maximum analog voltage of 2.5 V. The software is based on Matlab and includes four processing streams for each slot's data and a graphic user interface comprising four data graphs and other settings. Each stream can be processed independently by user-defined algorithms for specific data in real-time. The system also saves all the data into a text file which can be stored, retrieved, viewed, and processed by other software. For testing purpose, three analog front-ends (ECG, EMG, and SP02) were designed and connected to the system. All the system functions were tested and performed as expected. This low cost, flexible, and easy to use data acquisition system is very useful for biomedical data collection in ambulatory environment and real-time processing the signals in practical settings.
机译:本文介绍了无线数据采集系统的设计,以使用MATLAB实时获取和处理生理信号。该系统包括两个框架:硬件和软件。硬件由WiFi连接和四个插槽组成,以插入传感器。每个时隙上的信号可以在用户确定的速率下采样,最高可达4k样品的最大模拟电压为2.5 V的16位分辨率。该软件基于MATLAB,包括每个插槽的四个处理流数据和包括四个数据图和其他设置的图形用户界面。可以通过实时由用户定义的算法独立地处理每个流。该系统还将所有数据保存到文本文件中,该文件可以存储,检索,查看和由其他软件进行处理。对于测试目的,设计并连接到系统的三个模拟前端(ECG,EMG和SP02)。所有系统功能都被测试并按预期进行。这种低成本,灵活且易于使用的数据采集系统对于动态环境中的生物医学数据收集非常有用,实时处理实际设置中的信号。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号