Development and Performance Analysis of a Novel Single-bin FFT Algorithm
Md Asif Iqbal, Md. Saifur Rahman
Abstract
Md Asif Iqbal, Md. Saifur Rahman
Abstract
The Discrete Fourier Transform (DFT) plays an important role in digital signal processing. Fast Fourier Transform (FFT) is a set of algorithms for computing the DFT in short run-time. In many practical applications, DFT of only one frequency value is required rather than of all the frequency values. Algorithms for computing DFT of only one frequency are called Single-bin FFT algorithms. In this paper, we have developed a single-bin FFT algorithm based on the formulas for DFT of different frequency bins derived from the Radix-2 FFT algorithm. Finally, we have performed a comparative analysis of the developed algorithm with another available single-bin FFT algorithm, called the Goertzel algorithm.
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The Discrete Fourier Transform (DFT) plays an important role in digital signal processing. Fast Fourier Transform (FFT) is a set of algorithms for computing the DFT in short run-time. In many practical applications, DFT of only one frequency value is required rather than of all the frequency values. Algorithms for computing DFT of only one frequency are called Single-bin FFT algorithms. In this paper, we have developed a single-bin FFT algorithm based on the formulas for DFT of different frequency bins derived from the Radix-2 FFT algorithm. Finally, we have performed a comparative analysis of the developed algorithm with another available single-bin FFT algorithm, called the Goertzel algorithm.
Key concepts: Split-radix FFT algorithm, Prime-factor FFT algorithm, Fast Fourier transform, Rader's FFT algorithm, Discrete Fourier transform (general), Algorithm, Bin, Computer science