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Exonic regions finding on DNA sequences using RLS algorithm and de noising with discrete wavelet

机译:使用RLS算法在DNA序列上发现外显子区域并用离散小波消噪

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Identification of protein region on the DNA sequence using signal processing technique is one of the important topics in biosignal processing and bioinformatics area. In this paper a new method is presented in order to identify exonic regions on the DNA sequences. This method applies adaptive filter in order to identify period-3 region on DNA sequence. Thereinafter, discrete wavelet is applied to decrease the effect of noise in output spectrum too. This technique helps improve the identification accuracy. At the end of this paper the proposed algorithm is applied on two eukaryotic gene sequences and the output results are compared with another method and it shown how much the accuracy of identification is improved.
机译:利用信号处理技术鉴定DNA序列上的蛋白质区域是生物信号处理和生物信息学领域的重要课题之一。在本文中,提出了一种新方法以鉴定DNA序列上的外显子区域。此方法应用自适应过滤器以识别DNA序列上的第3期区域。此后,也应用离散小波来减小噪声在输出频谱中的影响。此技术有助于提高识别准确性。最后,将所提出的算法应用于两个真核基因序列,并与另一种方法的输出结果进行了比较,结果表明该算法可以提高识别的准确性。

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