• DocumentCode
    2720818
  • Title

    Lomb-Wech periodogram for non-uniform sampling

  • Author

    Thong, Tran ; McNames, James ; Aboy, Mateo

  • Author_Institution
    Dept. of Biomedical Eng., Oregon Health & Sci. Univ., Beaverton, OR, USA
  • Volume
    1
  • fYear
    2004
  • fDate
    1-5 Sept. 2004
  • Firstpage
    271
  • Lastpage
    274
  • Abstract
    The Lomb-Scargle transform has been proposed for the direct evaluation, namely without interpolation, of non-uniformly sampled signals. In its current form, it is suitable only for single transform evaluation due to the implicit normalization. Enhancements of this transform are proposed to allow the evaluation of shorter transforms, combined with windows and averaging of overlapped records. This requires a de-normalization of the transform by a factor of 2(sigma)2/N, the use of equal time duration records, and multiplication by windows sampled at corresponding non-uniform time instances. This results in a Welch-like periodogram for non-uniform sampling.
  • Keywords
    medical signal processing; Lomb-Scargle transform; Lomb-Wech periodogram; Welch-like periodogram; equal time duration records; nonuniform sampling; nonuniform time instances; transform denormalization; transform enhancement; Attenuation; Fast Fourier transforms; Frequency dependence; Frequency estimation; Heart rate; Interpolation; Sampling methods; Signal analysis; Signal resolution; Smoothing methods; Lomb periodogram; Welch periodogram; non-uniform sampling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE
  • Conference_Location
    San Francisco, CA
  • Print_ISBN
    0-7803-8439-3
  • Type

    conf

  • DOI
    10.1109/IEMBS.2004.1403144
  • Filename
    1403144