DocumentCode :
2700768
Title :
Instantaneous spectral characteristics of postural stability using time-frequency analysis
Author :
Ferdjallah, Mohammed ; Harris, Gerald F. ; Wertsch, Jacqueline J.
Author_Institution :
Med. Coll., Wisconsin Univ., Milwaukee, WI, USA
Volume :
4
fYear :
1997
fDate :
30 Oct-2 Nov 1997
Firstpage :
1675
Abstract :
Postural stability assessment is paramount in understanding control of stability. The center of pressure (COP) metric has shown to be a suitable output measure for time and frequency analysis. However, the COP is also a non-stationary signal. Standard time and frequency analysis methods may not be useful for monitoring the dynamic changes in the COP signal. In this study, a time-frequency method, based on data-adaptive evolutionary spectral estimation, has been applied to monitor the dynamic changes in the COP in a non-stationary environment. Metrics including the instantaneous mean frequency (IMF), instantaneous spectral bandwidth (ISB) and instantaneous average power (IAP) are analyzed to characterize the COP signal in both the anterior-posterior and the medial-lateral planes. IMF and ISB were shown to be exponentially proportional to IAP. The decay factors were calculated in both eyes-open and eyes-closed trials during upright quiet standing
Keywords :
biomechanics; mechanical stability; mechanoception; medical signal processing; spectral analysis; time-frequency analysis; anterior-posterior plane; data-adaptive evolutionary spectral estimation; decay factors; dynamic signal change monitoring; eyes-closed trial; eyes-open trial; instantaneous average power; instantaneous mean frequency; instantaneous spectral bandwidth; medial-lateral plane; nonstationary signal; postural stability control; pressure centre; time-frequency analysis; upright quiet standing; Bandwidth; Birth disorders; Monitoring; Pediatrics; Pressure measurement; Sampling methods; Signal analysis; Stability analysis; Testing; Time frequency analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 1997. Proceedings of the 19th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
ISSN :
1094-687X
Print_ISBN :
0-7803-4262-3
Type :
conf
DOI :
10.1109/IEMBS.1997.757042
Filename :
757042
Link To Document :
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