首页|期刊导航|电力系统及其自动化学报|基于频谱泄漏抑制的改进FFT宽频测量算法

基于频谱泄漏抑制的改进FFT宽频测量算法OA

Improved FFT Broadband Measurement Algorithm Based on Spectrum Leakage Suppression

中文摘要英文摘要

针对传统快速傅里叶变换方法测量宽频信号时频谱泄漏导致精度下降的问题,提出一种改进快速傅里叶变换宽频信号测量算法.首先,基于傅里叶变换分析宽频信号的频谱分布,发现采样频率与信号频率不匹配及信号截断效应会导致频谱泄漏;然后,采用Nuttall-Kaiser组合窗和周期补偿函数对频谱泄漏问题进行校正,利用全相位快速傅里叶变换算法的卷积窗性质对旁瓣衰减进行抑制,以降低频谱泄漏对频谱精度和幅度的影响;最后,采用西北某电站实际信号对所提方法进行验证.结果表明,相较于传统快速傅里叶变换方法,所提的改进快速傅里叶变换方法不仅能精确获取宽频信号的幅值和频率等信息,还能显著减少信号频率泄漏,提升信号测量精度.

To solve the problem of accuracy degradation caused by spectrum leakage in broadband signal measurement with traditional fast Fourier transformation(FFT)methods,an improved FFT broadband signal measurement algorithm is proposed in this paper.First,the spectrum distribution of broadband signals is analyzed by the Fourier transform theo⁃ry,and it is found that the mismatch between sampling and signal frequencies and the signal truncation effect will cause spectrum leakage.Second,to reduce the effects of spectrum leakage on the spectral accuracy and amplitude,the Nut⁃tall-Kaiser hybrid window and periodic compensation functions are adopted to correct the problem of spectrum leakage,and the convolution window property of the all-phase FFT algorithm is used to suppress the side lobe decay.Finally,the actual signal from a power station in northwest China was utilized to verify the proposed method.Results show that the improved FFT algorithm can not only accurately obtain the information about the amplitude and frequency of broadband signals,but also reduce the spectrum leakage and improve the measurement accuracy.

徐恒山;赵杰;李旭涛;钟怡宸;任勇;马辉

三峡大学电气与新能源学院,宜昌 43002三峡大学电气与新能源学院,宜昌 43002国网宁夏电力有限公司电力科学研究院,银川 750002三峡大学电气与新能源学院,宜昌 43002国网宁夏电力有限公司电力科学研究院,银川 750002三峡大学电气与新能源学院,宜昌 43002

信息技术与安全科学

宽频测量算法快速傅里叶变换频谱泄漏窗函数

broadband measurement algorithmfast Fourier transformation(FFT)spectrum leakagewindow function

《电力系统及其自动化学报》 2026 (3)

56-64,9

国家自然科学基金资助项目(52377191).

10.19635/j.cnki.csu-epsa.001630

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