A Fast, Simplified Frequency-Domain Interpolation Method for the Evaluation of the Frequency and Amplitude of Spectral Components

被引:37
|
作者
Ferrero, Alessandro [1 ]
Salicone, Simona [1 ]
Toscani, Sergio [1 ]
机构
[1] Politecn Milan, Dipartimento Elettrotecn, I-20133 Milan, Italy
关键词
Cosine windows; Fast Fourier Transform (FFT); frequency-domain interpolation; spectral analysis; HARMONIC INTERFERENCE; ALGORITHMS; ACCURACY;
D O I
10.1109/TIM.2010.2090051
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The evaluation of the spectral components of a signal by means of discrete Fourier transform or fast Fourier transform algorithms is subject to leakage errors whenever the sampling frequency is not coherent with the signal frequency. Smoothing windows are used to mitigate these errors, and interpolation methods are applied in the frequency domain to reduce them further on. However, if cosine windows are employed, closed-form formulas for the evaluation of harmonic frequencies can be used only with the Rife-Vincent class I windows, while approximated formulas have to be used in other cases. In both cases, a high computation burden is required. This paper proposes a fast interpolation method, independent of the window type and order, based on suitable lookup tables. Experimental results are reported, and the accuracy is discussed, proving that the method provides results as good as those obtained with other methods, without requiring the same high computation burden.
引用
收藏
页码:1579 / 1587
页数:9
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