Simulation of Harmonics in an Operational Amplifier to Determine the Signal-to-Noise-Ratio

Eyenubo O J, O. A. O, E. E. E., O. S. O, Oghogho I, O. U. J
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Abstract

- In this work, the output of a simplified model of an operational amplifier (OA) with noise coupled to the input signal exhibits nonlinearity. Attenuation at the input can reduce harmonic distortion (HD) by some mathematical relation to correct the distorting effect at the output of the amplifier. Assuming an audio speaker produces less than 9 percent distortion at 1 kHz with a 1volt input, this is measured with respect to the fundamental (THD-F). Viewing the effect of the amplifier's nonlinearity, a periodogram of its output when stimulated with a sinusoid set to the maximum allowable voltage of the amplifier 2 Vpk for a duration of 50ms. The methodology includes characterizing a nonlinear OA with memory and an adaptive Digital Pre-Distortion (DPD) feedback system to reduce the output signal distortion level. The initial step in the procedure is to determine the coefficient matrix needed for selecting the Volterra memory polynomial model. This step uses actual measured data for the OA. After deriving the set of coefficients for the OA model, a system-level simulation is performed. This system includes an adaptive DPD algorithm that can be enabled during simulation using the toggle switch and demonstrates how the linearity of the output signal improves DPD correction. Two signals are created a fundamental frequency of 𝜋 4 rad/sample with amplitude 1 and the first harmonic of frequency 𝜋 2 rad/sample with amplitude 0.025. One of the signals additionally has additive white Gaussian noise with variance 0.05 2 , setting the random number generator to the default sceneries for reproducible results; the SINAD for the signal without additive noise and comparing the result to the theoretical can be outputted.
运算放大器谐波仿真以确定信噪比
在这项工作中,一个与输入信号耦合噪声的运算放大器(OA)的简化模型的输出呈现非线性。输入端的衰减可以通过某种数学关系来降低谐波失真,从而纠正放大器输出端的失真效应。假设一个音频扬声器在1khz和1v输入时产生小于9%的失真,这是相对于基波(THD-F)来测量的。观察放大器非线性的影响,当正弦波设置为放大器的最大允许电压2 Vpk时,其输出周期图持续50ms。该方法包括表征具有记忆的非线性OA和自适应数字预失真(DPD)反馈系统,以降低输出信号的失真水平。程序的第一步是确定选择Volterra记忆多项式模型所需的系数矩阵。此步骤使用OA的实际测量数据。推导出OA模型的系数集后,进行了系统级仿真。该系统包括一个自适应DPD算法,可以在仿真期间使用拨动开关启用,并演示了输出信号的线性度如何提高DPD校正。两个信号的基频为1,幅值为1,频率为0.025。其中一个信号另外具有方差为0.05 2的加性高斯白噪声,将随机数生成器设置为默认场景,以获得可重复的结果;对无加性噪声的信号进行SINAD计算,并与理论结果进行比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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