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基于线性系统辨识的阻抗谱。

Impedance Spectroscopy Based on Linear System Identification.

出版信息

IEEE Trans Biomed Circuits Syst. 2019 Apr;13(2):396-402. doi: 10.1109/TBCAS.2019.2900584. Epub 2019 Feb 20.

Abstract

Impedance spectroscopy is a commonly used measurement technique for electrical characterization of a sample under test over a wide frequency range. Most measurement methods employ a sine wave excitation generator, which implies a point-by-point frequency sweep and a complex readout architecture. This paper presents a fast, wideband, measurement method for impedance spectroscopy based on linear system identification. The main advantage of the proposed method is the low hardware complexity, which consists of a three-level pulse waveform, an inverting voltage amplifier, and a general purpose analog-to-digital converter (ADC). A proof-of-concept prototype, which is implemented with off-the-shelf components, achieves an estimation fit of approximately 96%. The prototype operation is validated electrically using known RC component values and tested in real application conditions.

摘要

阻抗谱是一种常用于在宽频率范围内对测试样品进行电气特性测量的技术。大多数测量方法采用正弦波激励发生器,这意味着需要逐点进行频率扫描和复杂的读取架构。本文提出了一种基于线性系统辨识的快速、宽带阻抗谱测量方法。该方法的主要优点是硬件复杂度低,仅由三级脉冲波形、反相电压放大器和通用模数转换器(ADC)组成。使用现成组件实现的概念验证原型的估计拟合度约为 96%。使用已知 RC 元件值对原型的操作进行了电验证,并在实际应用条件下进行了测试。

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