Title :
A Fast, Simplified Frequency-Domain Interpolation Method for the Evaluation of the Frequency and Amplitude of Spectral Components
Author :
Ferrero, Alessandro ; Salicone, Simona ; Toscani, Sergio
Author_Institution :
Dipt. di Elettrotec., Politec. di Milano, Milan, Italy
fDate :
5/1/2011 12:00:00 AM
Abstract :
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.
Keywords :
discrete Fourier transforms; interpolation; signal processing; table lookup; discrete Fourier transform algorithm; fast Fourier transform algorithm; frequency domain interpolation method; harmonic frequency evaluation; lookup table; Accuracy; Frequency domain analysis; Interpolation; Smoothing methods; Table lookup; Uncertainty; Cosine windows; Fast Fourier Transform (FFT); frequency-domain interpolation; spectral analysis;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2010.2090051