Noise reduction techniques, fractional bi-spectrum and fractional cross-correlation, and applications
a technology of fractional bi-spectral and fractional cross-correlation, applied in the field of noise reduction, can solve the problems of inapplicability of techniques, inconvenient use of techniques, and inability to apply techniques,
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[0043]In various exemplary embodiments, we have developed a novel technique, Fractional Bi-Spectrum Analysis (FBSA), which enables us to apply the concept of bi-spectrum on a linear medium by introducing two known wavelengths to a system. FBSA reduces the noise of the system and recovers the amplitude and phase of the signal. Variously, Fractional bi-spectrum analysis (FBSA) and Fractional cross correlation (FCC) are proposed to enhance signal information in a situation where the signal to noise ratio (SNR) is low. Mathematical models to calculate the fractional bi-spectrum, FBS, and fractional cross correlation, FCC, of an interferometric signal are proposed and verified by both simulation and experiment. FBSA can reconstruct the signal with improved signal to noise ratio. This is supported by simulation and experimental results. FBSA and FCC techniques are compared with themselves and other noise reduction techniques, such as low pass Fast Fourier Transform (FFT) and auto-correlat...
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