• DocumentCode
    1095699
  • Title

    Analysis of experimental curves using singular value decomposition

  • Author

    Tominaga, Shoji

  • Author_Institution
    Osaka Electro-Communication University, Neyagawa, Osaka, Japan
  • Volume
    29
  • Issue
    3
  • fYear
    1981
  • fDate
    6/1/1981 12:00:00 AM
  • Firstpage
    429
  • Lastpage
    433
  • Abstract
    This paper describes a singular value decomposition (SVD) technique for the analysis of experimental response curves. The SVD of a set of curves shows that curves can be decomposed to become a linear combination of some intrinsic-component patterns. The interpolation of curves can then be reduced to a simple interpolation of weighting coefficients. The SVD method is applied to an estimation problem of γ-ray response spectra, and a library of the response curves is constructed.
  • Keywords
    Acoustic signal processing; Data compression; Data mining; Helium; Interpolation; Libraries; Matrix decomposition; Signal processing; Singular value decomposition; Speech processing;
  • fLanguage
    English
  • Journal_Title
    Acoustics, Speech and Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0096-3518
  • Type

    jour

  • DOI
    10.1109/TASSP.1981.1163575
  • Filename
    1163575