DocumentCode
2716223
Title
Multifractality in time series of human gait
Author
Munoz-Diosdado, A. ; del Rio Correa, J.L. ; Brown, F. Angullo
Author_Institution
Dept. of Math., Inst. Politecnico Nacional, Mexico City, Mexico
Volume
2
fYear
2003
fDate
17-21 Sept. 2003
Firstpage
1792
Abstract
We used the method proposed by Chhabra and Jensen to calculate the multifractal spectra of a database with 50 gait time series of children, ten long-term recording of gait dynamics from healthy young persons and another databases with gait time series of healthy adults and persons with Parkinson, Huntington and amyotrophic lateral sclerosis (ALS) diseases. From the multifractal spectra we obtained the spectra width and we found that the spectra of the healthy young persons are almost monofractal. The spectra of little children are wider and they narrow as the children age increases. The spectra of ill persons are wider than the spectra of healthy persons. In opposition to the interbeat time series where the pathology implies loss of multifractality, in the gait time series the multifractal behavior emerges with the pathology. Gait time series of healthy persons are less complex than gait time series of ill persons. Little children gait time series are more complex than the series of young healthy persons; the width of the mutifractal spectra of children diminishes as their age increases.
Keywords
diseases; fractals; gait analysis; paediatrics; spectral analysis; time series; Huntington; Parkinson; amyotrophic lateral sclerosis disease; fractal analysis; gait time series; human gait dynamics; interbeat time series; monofractal; multifractal spectra; pathology; Databases; Fluctuations; Fractals; Humans; Mathematics; Parkinson´s disease; Pathology; Pediatrics; Physics; Time series analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2003. Proceedings of the 25th Annual International Conference of the IEEE
ISSN
1094-687X
Print_ISBN
0-7803-7789-3
Type
conf
DOI
10.1109/IEMBS.2003.1279763
Filename
1279763
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