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Age related changes in the complexity of surface EMG in biceps: A Model based study

conference contribution
posted on 2024-10-31, 17:05 authored by Sridhar Poosapadi Arjunan, Katherine Wheeler, Hirokazu Shimada, Dinesh KumarDinesh Kumar
It has been observed that there is a loss of complexity in the human body as we age. This is more prominent in the muscle strength and activity. Surface Electromyogram (sEMG) reflects the strength of muscle contraction. This age related changes in sEMG have been associated with a reduction in the number of muscle fibers and a drop in the ratio of type II muscle fibers. In this study, we have modified our existing EMG model by populating lifelike parameters which is related to the changes in the muscle due to age. In order to verify and identify the reasons for these changes, experiments were conducted on subjects belonging to younger (20-29 years) and older (61-69) age groups. Fractal dimension of sEMG, a measure of complexity was computed for both experimental and simulated sEMG signal. Results show that there was significant change in the fractal dimension of sEMG and this change was observed in both experimental and simulated sEMG. This study has developed a model to observe the changes in the muscle activity as the age progress, which can be useful in analyzing the neuromuscular disorders due to age.

History

Related Materials

  1. 1.
    DOI - Is published in 10.1109/BRC.2013.6487547
  2. 2.
    ISBN - Is published in 9781467330244 (urn:isbn:9781467330244)

Start page

1

End page

4

Total pages

4

Outlet

Proceedings of the 4th ISSNIP-IEEE Biosignals and Biorobotics Conference (BRC), 2013

Editors

M. Palaniswami, V. Lumelsky

Name of conference

Biosignals and Robotics for Better and Safer Living, BRC 2013

Publisher

Institute of Electrical and Electronics Engineers ( IEEE )

Place published

United States

Start date

2013-02-18

End date

2013-02-20

Language

English

Copyright

© 2013 IEEE

Former Identifier

2006042181

Esploro creation date

2020-06-22

Fedora creation date

2013-09-30