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 |
本文献已被 SpringerLink 等数据库收录! |