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
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