DNA序列的光谱分析使用递归weiner khinchine定理:比较方法

M. Roy, S. Barman, S. Saha, A. Mandal
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引用次数: 2

摘要

真核生物蛋白质编码区(外显子)的定位是基因鉴定的关键问题之一。外显子光谱中的3周期峰常被用作基因编码区存在的标志。离散傅立叶变换(DFT)的频谱分析和滤波是数字信号处理领域的研究人员为实现这一目的而采用的常用方法。许多研究人员使用Celegan基因作为外显子预测的样本数据库。因此,本文确定了Celegan染色体IE的F56F11.4a基因作为测试数据库,并应用递归Weiner Khinchine定理(RWKT)进行谱分析。对比表明,RWKT方法获得的光谱分辨率和清晰度优于DFT方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Spectral analysis of DNA sequence using recursive weiner khinchine theorem: a comparative approach
Locating protein coding regions (exons) in Eukaryotes is one of the key problems of gene identification. The period-3 peaks observed in spectra of exons are often used as the landmark indicating existence of coding region in genes. Spectral Analysis by Discrete Fourier Transform (DFT) and filtering are popular methods adopted by various researchers from the field of Digital Signal Processing to accomplish this purpose. Many of the researchers have used Celegan gene as their sample database for exon prediction. Hence authors in this paper have identified F56F11.4a gene of Celegan Chromosome IE as their test database and have applied Recursive Weiner Khinchine Theorem (RWKT) for spectral analysis. On comparison it shows that results obtained by RWKT method gives better spectral resolution and clarity than DFT method.
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