Hilbert-Huang transformation: application to postural stability analysis

David Hewson; Hassan Amoud; Hichem Snoussi; Jacques Duchêne

doi:10.1109/IEMBS.2007.4352602

Hilbert-Huang transformation: application to postural stability analysis

David Hewson
, Hassan Amoud
, Hichem Snoussi
, Jacques Duchêne

Institute of Health Research (IHR)

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

17 Citations (Scopus)

Abstract

The aim objective of this paper is the analysis of the Centre Of Pressure (COP) time series by the means of the Hilbert Huang Transformation (HHT). The HHT consists of extracting the Intrinsic Mode Functions (IMFs) from an Empirical Mode Decomposition (EMD), and then applying the Hilbert Transformation on the IMFs. The trace of the HHT in the complex plane has a circular form, with each IMF having its own rotation frequency. The area of the circle represents a possible indicator of the postural stability status of the subjects. Experimental results show the effectiveness of the area of this circle in order to identify the post-vibratory effects on standing posture in healthy adult subjects.

Original language	English
Title of host publication	nan
Publisher	Institute of Electrical and Electronics Engineers Inc.
DOIs	https://doi.org/10.1109/IEMBS.2007.4352602
Publication status	Published - 22 Oct 2007
Event	29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Lyon Duration: 22 Aug 2007 → 26 Aug 2007

Conference

Conference	29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
City	Lyon
Period	22/08/07 → 26/08/07
Other	29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (22/08/2007-26/08/2007, Lyon)

Keywords

Hilbert-Huang transformation
displacement measurement
frequency
postural stability
stability analysis

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10.1109/IEMBS.2007.4352602

https://ieeexplore.ieee.org/document/4352602

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@inproceedings{c37f20cd1266461b9d13a12d2d3f8208,

title = "Hilbert-Huang transformation: application to postural stability analysis",

abstract = "The aim objective of this paper is the analysis of the Centre Of Pressure (COP) time series by the means of the Hilbert Huang Transformation (HHT). The HHT consists of extracting the Intrinsic Mode Functions (IMFs) from an Empirical Mode Decomposition (EMD), and then applying the Hilbert Transformation on the IMFs. The trace of the HHT in the complex plane has a circular form, with each IMF having its own rotation frequency. The area of the circle represents a possible indicator of the postural stability status of the subjects. Experimental results show the effectiveness of the area of this circle in order to identify the post-vibratory effects on standing posture in healthy adult subjects.",

keywords = "Hilbert-Huang transformation, displacement measurement, frequency, postural stability, stability analysis",

author = "David Hewson and Hassan Amoud and Hichem Snoussi and Jacques Duch{\^e}ne",

year = "2007",

month = oct,

day = "22",

doi = "10.1109/IEMBS.2007.4352602",

language = "English",

booktitle = "nan",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

address = "United States",

note = "29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society ; Conference date: 22-08-2007 Through 26-08-2007",

}

TY - GEN

T1 - Hilbert-Huang transformation: application to postural stability analysis

AU - Hewson, David

AU - Amoud, Hassan

AU - Snoussi, Hichem

AU - Duchêne, Jacques

PY - 2007/10/22

Y1 - 2007/10/22

N2 - The aim objective of this paper is the analysis of the Centre Of Pressure (COP) time series by the means of the Hilbert Huang Transformation (HHT). The HHT consists of extracting the Intrinsic Mode Functions (IMFs) from an Empirical Mode Decomposition (EMD), and then applying the Hilbert Transformation on the IMFs. The trace of the HHT in the complex plane has a circular form, with each IMF having its own rotation frequency. The area of the circle represents a possible indicator of the postural stability status of the subjects. Experimental results show the effectiveness of the area of this circle in order to identify the post-vibratory effects on standing posture in healthy adult subjects.

AB - The aim objective of this paper is the analysis of the Centre Of Pressure (COP) time series by the means of the Hilbert Huang Transformation (HHT). The HHT consists of extracting the Intrinsic Mode Functions (IMFs) from an Empirical Mode Decomposition (EMD), and then applying the Hilbert Transformation on the IMFs. The trace of the HHT in the complex plane has a circular form, with each IMF having its own rotation frequency. The area of the circle represents a possible indicator of the postural stability status of the subjects. Experimental results show the effectiveness of the area of this circle in order to identify the post-vibratory effects on standing posture in healthy adult subjects.

KW - Hilbert-Huang transformation

KW - displacement measurement

KW - frequency

KW - postural stability

KW - stability analysis

U2 - 10.1109/IEMBS.2007.4352602

DO - 10.1109/IEMBS.2007.4352602

M3 - Conference contribution

BT - nan

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society

Y2 - 22 August 2007 through 26 August 2007

ER -

Hilbert-Huang transformation: application to postural stability analysis

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