Improved Carrier Frequency-Shifting Algorithm Based on 2-FFT for Phase Wrap Reduction

Abstract

The number of phase wraps that result from the carrier component can be completely eliminated or reduced by first applying a fast Fourier transform (FFT) to the image and then shifting the spectrum to the origin. However, because the spectrum can only be shifted by an integer number, the phase wraps of the carrier component cannot be completely reduced. In this paper, an improved carrier frequency-shifting algorithm based on 2-FFT for phase wrap reduction is proposed which allows the spectrum to be shifted by a rational number. Firstly, the phase wraps are reduced by the conventional FFT frequency shift method. Secondly, the wrapped phase with residual carrier components is filtered and magnified sequentially; the amplified phase is transformed into the frequency domain using an FFT, and then, the wrapped phase with the residual carrier components can be further reduced by shifting the spectrum by a rational number. Simulations and experiments were conducted to validate the efficiency of the proposed method.

Design of the Violin Performance Evaluation System Based on Mobile Terminal Technology

“…It is very suitable for a lightweight piano performance evaluation system [8]. In the system proposed by Zhang, the system based on non-negative matrix decomposition is used in piano teaching [9]. Otomański and others implemented a piano transcription interface device based on non-negative matrix decomposition [10].…”