• 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