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Dsp-based instrumentation for electrochemical impedance spectroscopy

机译:基于Dsp的电化学阻抗谱仪

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In Multi-frequency Impedance Spectroscopy (EIS) systems, the nature and dynamic range of the imposed signal is very important. Using modern Digital Signal Processing (DSP) techniques, we can generate sophisticated signals which can be applied to a variety of systems under test. In this work, we present the development of a DSP-based instrument for the simultaneous real-time measurement of the impedance at many frequencies using an optimized imposed signal. For the implementation of this technique, an integrated environment using DSP hardware and software was developed. A gradient-descent type algorithm, rather than phase randomization, has been devised for the design of a multi-frequency signal which has adjusted phases for the individual frequency components to minimize the amplitude of the composite signal. This new imposed signal fully exploits the theoretical properties of the Discrete Fourier Transform (and Discrete Fourier Series), when applied to band-limited signals, improving the accuracy and extending the limits of the instrument.}
机译:在多频阻抗谱(EIS)系统中,施加信号的性质和动态范围非常重要。使用现代的数字信号处理(DSP)技术,我们可以生成复杂的信号,并将其应用于各种被测系统。在这项工作中,我们介绍了一种基于DSP的仪器的开发,该仪器可使用优化的施加信号在多个频率上同时实时测量阻抗。为了实现该技术,开发了使用DSP硬件和软件的集成环境。已经设计出梯度下降型算法而不是相位随机化技术来设计多频信号,该多频信号已经针对各个频率分量调整了相位以最小化复合信号的幅度。当应用于带限信号时,这种新施加的信号完全利用了离散傅立叶变换(和离散傅立叶级数)的理论特性,从而提高了精度并扩展了仪器的极限。}

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