In the practical measurement of signal to noise ratio(SNR)of analog-to-digital converters(ADCs)by using fast Fourier transformation(FFT)method,the non-coherent sampling is inevitable,leading to spectral leakage which ...In the practical measurement of signal to noise ratio(SNR)of analog-to-digital converters(ADCs)by using fast Fourier transformation(FFT)method,the non-coherent sampling is inevitable,leading to spectral leakage which in turn affects the calculation accuracy and final measurement results.In this paper,a new method based on the Blackman-Harris windowed triple-spectrum-line interpolation is presented for the measurement of ADCs SNR by FFT.The simulation platform is built based on MATLAB and the behavioral dynamic models of the high-speed ADC products of Analog Devices Inc.(ADI)are simulated.The simulation results show that,even in the case of the maximum non-coherent degree,the SNR error is less than0.23dB and reaches the testing standards provided by ADI,confirming that the proposed method is effective for suppressing the spectral leakage effects and improving the SNR test accuracy.展开更多
随着光伏发电系统大规模接入电网,不可避免地带来了严重的谐波污染问题。为了有效监测光伏并网系统输出电流的谐波、间谐波,提出了一种基于改进快速最小二乘法-旋转不变法(total least squares-estimation of signal parameters via rot...随着光伏发电系统大规模接入电网,不可避免地带来了严重的谐波污染问题。为了有效监测光伏并网系统输出电流的谐波、间谐波,提出了一种基于改进快速最小二乘法-旋转不变法(total least squares-estimation of signal parameters via rotational invariance technique,TLS-ESPRIT)与2阶Blackman-Harris自卷积窗相结合的检测方法。首先对待测信号进行三次采样并利用快速TLS-ESPRIT算法检测频率。随后对检测结果基于简化K-means聚类算法进行分析,提取出真实的谐波分量。最后结合2阶Blackman-Harris自卷积窗对信号进行加窗插值计算,准确估算出其幅值、相位信息,实现了谐波、间谐波的高精度检测。仿真算例和现场数据测试结果表明,所提方法相较于传统方法具有更高的谐波、间谐波检测精度,且抗干扰能力更强。展开更多
基金Summit of the Six Top Talents Program of Jiangsu Province(No.2013-DZXX-027)Fundamental Research Funds for the Central Universities(Nos.JUSRP51510,JUSRP51323B)Graduate Student Innovation Program for Universities of Jiangsu Province(Nos.SJLX16_0500,KYLX16_0776,SJCX17_0510)
文摘In the practical measurement of signal to noise ratio(SNR)of analog-to-digital converters(ADCs)by using fast Fourier transformation(FFT)method,the non-coherent sampling is inevitable,leading to spectral leakage which in turn affects the calculation accuracy and final measurement results.In this paper,a new method based on the Blackman-Harris windowed triple-spectrum-line interpolation is presented for the measurement of ADCs SNR by FFT.The simulation platform is built based on MATLAB and the behavioral dynamic models of the high-speed ADC products of Analog Devices Inc.(ADI)are simulated.The simulation results show that,even in the case of the maximum non-coherent degree,the SNR error is less than0.23dB and reaches the testing standards provided by ADI,confirming that the proposed method is effective for suppressing the spectral leakage effects and improving the SNR test accuracy.
文摘随着光伏发电系统大规模接入电网,不可避免地带来了严重的谐波污染问题。为了有效监测光伏并网系统输出电流的谐波、间谐波,提出了一种基于改进快速最小二乘法-旋转不变法(total least squares-estimation of signal parameters via rotational invariance technique,TLS-ESPRIT)与2阶Blackman-Harris自卷积窗相结合的检测方法。首先对待测信号进行三次采样并利用快速TLS-ESPRIT算法检测频率。随后对检测结果基于简化K-means聚类算法进行分析,提取出真实的谐波分量。最后结合2阶Blackman-Harris自卷积窗对信号进行加窗插值计算,准确估算出其幅值、相位信息,实现了谐波、间谐波的高精度检测。仿真算例和现场数据测试结果表明,所提方法相较于传统方法具有更高的谐波、间谐波检测精度,且抗干扰能力更强。
