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A Real-Time Data Acquisition and Digital Signal Processing System for Neuromonitoring.

机译:用于神经监测的实时数据采集和数字信号处理系统。

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摘要

This work reports a versatile real-time data acquisition, signal processing and sensor calibration system using NI (National Instruments) LabVIEW. The goal of the developed system is to simultaneously monitor different physiological parameters in an animals brain during traumatic brain injury (TBI). The system is developed in conjunction with the smart catheter sensor array which is an integrated platform of multiple microsensors in a single microcatheter device. The sensors simultaneously records key physiological parameters from an animal brain which includes temperature, partial pressure of Oxygen, Glucose, Lactate, Cerebral Blood Flow (CBF) and neural activity. The system after data acquisition and processing displays the real-time data in a user interface in a clear and concise way. A sensor calibration software is also developed using LabVIEW which provides calibration solution for the Smart Catheter sensors.;The developed system consists of a front end motherboard circuit interface which encodes the real-time analog signal to serial bits and transmits it to a backend system for data-logging and signal processing. The back-end system consists of a NI cRIO (Compact RIO) hardware with serial I/O ports. The cRIO system consists of an inbuilt FPGA (Field Programmable Gate Array) chip and a Real-Time (RT) controller which are used for data processing and transmission to a Laptop computer with user interface. The program development was done using LabVIEW to create a high fidelity and fast response system. The developed system was tested with simulated signals to validate the system for long term monitoring application. Finally the Smart Catheter sensors were calibrated with the calibration function and in-vivo recording was done from a rats brain. The results of the experiments have been reported in this thesis.
机译:这项工作报告了使用NI(National Instruments)LabVIEW的多功能实时数据采集,信号处理和传感器校准系统。开发的系统的目标是在创伤性脑损伤(TBI)期间同时监视动物大脑中的不同生理参数。该系统是与智能导管传感器阵列共同开发的,后者是在单个微导管设备中多个微传感器的集成平台。传感器同时记录动物大脑的关键生理参数,包括温度,氧气分压,葡萄糖,乳酸,脑血流量(CBF)和神经活动。数据采集​​和处理后,系统在用户界面中以简洁明了的方式显示实时数据。还使用LabVIEW开发了传感器校准软件,该软件为Smart Catheter传感器提供了校准解决方案。所开发的系统由前端母板电路接口组成,该接口将实时模拟信号编码为串行位,然后将其传输到后端系统,以用于数据记录和信号处理。后端系统由具有串行I / O端口的NI cRIO(紧凑RIO)硬件组成。 cRIO系统由一个内置的FPGA(现场可编程门阵列)芯片和一个实时(RT)控制器组成,用于数据处理以及通过用户界面传输到便携式计算机。使用LabVIEW完成了程序开发,以创建一个高保真和快速响应的系统。所开发的系统已通过模拟信号进行了测试,以验证该系统可用于长期监控应用。最后,使用校准功能对Smart Catheter传感器进行校准,并从大鼠大脑进行体内记录。实验结果已在本论文中报道。

著录项

  • 作者

    Bhattacharjee, Nirjhar.;

  • 作者单位

    University of Cincinnati.;

  • 授予单位 University of Cincinnati.;
  • 学科 Electrical engineering.
  • 学位 M.S.
  • 年度 2015
  • 页码 70 p.
  • 总页数 70
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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