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用于电阻抗断层成像生物医学应用的对数放大器信号调理。

Signal conditioning using logarithmic amplifier for biomedical applications of electrical impedance tomography.

机构信息

Department of Electronic Science, Savitribai Phule Pune University, Pune, Maharashtra, India.

出版信息

Physiol Meas. 2020 Dec 11;41(11):114001. doi: 10.1088/1361-6579/abc1b4.

Abstract

OBJECTIVE

The aim of this study was to explore the use of a logarithmic amplifier to improve the spatial resolution (RES) of a low-cost electrical impedance tomography (EIT) system. In an EIT system, the measured signal has a large dynamic range from µV to mV, which requires high-RES (analog to digital conversion) cards. The logarithmic amplifier reduces the dynamic range by expanding lower values and compressing higher values, thereby improving the sensitivity and at the same time preventing the signal from saturation. In addition, a low-RES analog to digital conversion (ADC) cards can be used, making the system cost effective. This work evaluates the performance of a logarithmic amplifier and a linear amplifier used for signal conditioning in a low-cost EIT system.

APPROACH

Two EIT systems based on a linear amplifier and logarithmic amplifier were designed. Phantom experiments were carried out with very small amounts of current injection. The signal-to-noise ratio (SNR), image quality, minimum detectable size and minimum detectable conductivity change were obtained.

MAIN RESULTS

The logarithmic amplifier-based EIT system increased the average SNR by 4 dB. It also showed improvement in the RES and contrast-to-noise ratio of the images. The minimum size detectable by the logarithmic amplifier-based system was of radius 0.25 cm in a tank of radius 11 cm and the minimum change in conductivity detectable was 11%.

SIGNIFICANCE

Logarithmic amplifier-based signal conditioning is a promising technique for improving the spatial RES of a low-cost EIT system that has a low-RES ADC.

摘要

目的

本研究旨在探讨对数放大器在提高低成本电阻抗断层成像(EIT)系统空间分辨率(RES)方面的应用。在 EIT 系统中,测量信号的动态范围从微伏到毫伏,需要高分辨率(模数转换)卡。对数放大器通过扩展低值和压缩高值来减小动态范围,从而提高灵敏度,同时防止信号饱和。此外,可以使用低分辨率模数转换(ADC)卡,使系统具有成本效益。本工作评估了对数放大器和线性放大器在低成本 EIT 系统信号调理中的性能。

方法

设计了基于线性放大器和对数放大器的两个 EIT 系统。进行了非常小电流注入的幻影实验。获得了信噪比(SNR)、图像质量、最小可检测尺寸和最小可检测电导率变化。

主要结果

基于对数放大器的 EIT 系统平均 SNR 提高了 4 dB。它还改善了图像的 RES 和对比度噪声比。基于对数放大器的系统可检测的最小尺寸为半径 0.25 cm,在半径为 11 cm 的水箱中,可检测的最小电导率变化为 11%。

意义

基于对数放大器的信号调理是一种有前途的技术,可以提高具有低分辨率 ADC 的低成本 EIT 系统的空间分辨率。

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