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Feature analysis of protein structure by using discrete Fourier transform and continuous wavelet transform
Authors:Shengli Zhang  Tianming Wang
Affiliation:(1) Department of Applied Mathematics, Dalian University of Technology, Dalian, 116024, People’s Republic of China
Abstract:In this paper, discrete Fourier transform (DFT) and continuous wavelet transform (CWT) are used to predict the protein structure. Hydrophobicity plays a key role in the form of protein structure. The amino acid sequence is first mapped into hydrophobicity sequence, and then process it by DFT and CWT so that power spectral density is gained. The results show that continuous wavelet transform can extract the features of protein structure effectively and availably and has a tremendous development foreground.
Keywords:Discrete Fourier transform  Continuous wavelet transform   α  -Helices  Hydrophobicity  Power spectral density
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