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Identification of time-varying effects of sensory perturbations for postural stability analysis

  • Indian Institute of Technology Indore
    ,
  • Université de technologie de Troyes
Research Output:
Chapter in Book/Report/Conference proceeding
Conference contribution
Research
Peer-review

Abstract

Center of pressure (COP) measurements are often used to identify balance problems. One method commonly used to process COP signals is time-frequency analysis, with higher frequencies of postural sway interpreted as tightly controlled posture. However, standard Fourier transform based methods are poorly suited to COP signals due to their inherent non-stationarity. A new method of mean frequency estimation is proposed for COP signals based on the Fourier-Bessel (FB) expansion that is suitable for use in non-stationary signals. In addition, FB expansion provides better frequency resolution and low frequency detectability. Seventeen subjects were tested under eyes open and eyes closed conditions, with different vibration frequencies applied for the eyes closed condition in order to further perturb sensory information. Mean frequency as calculated by FB expansion was able to distinguish between eyes open and eyes closed conditions (p < 0.05), but no effect of vibration could be detected.

Publication Information

Output type

Research Output:
Chapter in Book/Report/Conference proceeding
Conference contribution
Research
Peer-review

Original language

English

Pages from-to (Number of pages)

Pages 1280 - 1292

Publication milestones

  • Published - 2011

Publication status

Published - 2011

Publication IDs

  • ORCID: /0000-0002-7656-4000/work/24193643
  • Scopus: 84872179140

Host publication title

Proceedings of the 5th Indian International Conference on Artificial Intelligence, IICAI 2011

Publication metrics

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Captures
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Related Event

Title

5th Indian International Conference on Artificial Intelligence

Event type

Conference

Date

14/12/2011 - 16/12/2011