DocumentCode
3428571
Title
Digital filters for gene prediction applications
Author
Vaidyanathan, P.P. ; Yoon, Byung-Jun
Author_Institution
Dept. Electr. Eng., California Inst. of Technol., Pasadena, CA, USA
Volume
1
fYear
2002
fDate
3-6 Nov. 2002
Firstpage
306
Abstract
It has been observed by many researchers that the protein-coding regions of DNA sequences exhibit a period-3 behavior due to condon structure. Identification of the period-3 regions helps in predicting the gene locations, and in fact allows the prediction of specific exons within the genes of eucaryotic cells. Traditionally these regions are identified with the help of techniques such as the windowed DFT. The use of efficient digital filters for the same purpose is considered. The filters can be designed not only to extract the period-3 component, but at the same time effectively eliminate the background 1/f spectrum exhibited by nearly all DNA sequences.
Keywords
DNA; biological techniques; digital filters; discrete Fourier transforms; genetics; proteins; signal processing; 1/f spectrum; DNA sequence; condon structure; digital filters; discrete Fourier transform; eucaryotic cells; exons; gene location; gene prediction applications; period-3 behavior; protein-coding region; windowed DFT; Amino acids; DNA; Digital filters; Discrete Fourier transforms; Fourier transforms; Frequency; Proteins; Sequences; Signal processing; Spine;
fLanguage
English
Publisher
ieee
Conference_Titel
Signals, Systems and Computers, 2002. Conference Record of the Thirty-Sixth Asilomar Conference on
Conference_Location
Pacific Grove, CA, USA
ISSN
1058-6393
Print_ISBN
0-7803-7576-9
Type
conf
DOI
10.1109/ACSSC.2002.1197196
Filename
1197196
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