• DocumentCode
    698601
  • Title

    A comparative study of cross-correlation methods for alignment of DNA sequences containing repetitive patterns

  • Author

    Brodzik, Andrzej K.

  • Author_Institution
    MITRE Corp., Bedford, MA, USA
  • fYear
    2005
  • fDate
    4-8 Sept. 2005
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In this work we consider the problem of global DNA sequence alignment. One of the best known and most efficient computational techniques used for this task is the cross-correlation method. We compare efficacy of evaluating periodic DNA sequence misalignment using the standard magnitude-and-phase cross- correlation technique with the lesser known phase-only cross-correlation method. We prove that for a periodic DNA sequence whose length is a prime number the standard approach leads to significant sidelobes in the cross-correlation, the magnitude of which increases with the length of the sequence, while the phase-only approach allows attaining a perfect cross-correlation with zero sidelobes. Numerical experiments on synthesized data are included and robustness of the phase-only method to random DNA insertions and imperfect DNA fragment matches is discussed.
  • Keywords
    DNA; biology computing; correlation methods; signal processing; computational techniques; global DNA sequence alignment; magnitude-and-phase cross-correlation technique; periodic DNA sequence misalignment evaluation; phase-only approach; random DNA insertions; repetitive patterns; zero sidelobes; Abstracts; Correlation; Discrete Fourier transforms; Image edge detection; Ink; Sonar; Standards;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference, 2005 13th European
  • Conference_Location
    Antalya
  • Print_ISBN
    978-160-4238-21-1
  • Type

    conf

  • Filename
    7078192