Identification of time-varying effects of sensory perturbations for postural stability analysis
- R.B. Pachori,
- Indian Institute of Technology Indore,
- Université de technologie de Troyes
Research Output:
Chapter in Book/Report/Conference proceeding
Conference contribution
Research
Peer-reviewAbstract
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-reviewOriginal language
EnglishPages from-to (Number of pages)
Pages 1280 - 1292Publication 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 2011Access to documents
Publication metrics
PlumX
Captures
3
Related Event
Title
5th Indian International Conference on Artificial Intelligence
