CFP last date
20 December 2024
Call for Paper
January Edition
IJCA solicits high quality original research papers for the upcoming January edition of the journal. The last date of research paper submission is 20 December 2024

Submit your paper
Know more
The week's pick
Responsive image
Improved Shuffled Frog Leaping Algorithm with Self-Adaptive Shuffling for Fuzzy Logic PD+G Controller Optimization in Robotic Manipulators

Duc Hoang Nguyen
Random Articles
Reseach Article

Real Time Acquisition of EMG Signal and Head Movement Recognition

by Raisy C D, Sharda Vashisth, Ashok K. Salhan
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 73 - Number 1
Year of Publication: 2013
Authors: Raisy C D, Sharda Vashisth, Ashok K. Salhan
10.5120/12705-9501

Raisy C D, Sharda Vashisth, Ashok K. Salhan . Real Time Acquisition of EMG Signal and Head Movement Recognition. International Journal of Computer Applications. 73, 1 ( July 2013), 19-22. DOI=10.5120/12705-9501

@article{ 10.5120/12705-9501,
author = { Raisy C D, Sharda Vashisth, Ashok K. Salhan },
title = { Real Time Acquisition of EMG Signal and Head Movement Recognition },
journal = { International Journal of Computer Applications },
issue_date = { July 2013 },
volume = { 73 },
number = { 1 },
month = { July },
year = { 2013 },
issn = { 0975-8887 },
pages = { 19-22 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume73/number1/12705-9501/ },
doi = { 10.5120/12705-9501 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:38:53.786308+05:30
%A Raisy C D
%A Sharda Vashisth
%A Ashok K. Salhan
%T Real Time Acquisition of EMG Signal and Head Movement Recognition
%J International Journal of Computer Applications
%@ 0975-8887
%V 73
%N 1
%P 19-22
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

This paper presents the work on a technology for Real time EMG acquisition and recognition of head movement. EMG signal detection and analysis is useful in various clinical and biomedical applications such as generation of control signal for prosthetic tool, but better solutions for detecting noise free EMG signals need to be developed. In this paper a simple and cost effective method for estimating human head movements from neck EMG signals is proposed. In this work, surface EMG signal is acquired from four main neck muscles (right and left sternocleidomastoid muscles and right and left trapezius muscles) using simple computer interface and processed by MATLAB based filter algorithm for online clean display.

References
  1. Madeleine M. Lowery, Nikolay S. Stoykov, Allen Taflove, Todd A. Kuiken, " A Multiple-layer Finite Element Model of the Surface EMG Signal, "IEEE Transaction on Biomedical Engineering, May 2002, vol 49, no. 5, pp446-456.
  2. Taslim Reza, S. M. Ferdous, Md. Nayeemul Hasan, Md. Rokonuzzaman, Kazi Firoz Ahmed, A. Z. M. Shahriar Muttalib, "A Low Cost Surface Electromyogram (sEMG) Signal Guided Automated Wheel Chair for the Disabled", International Journal of Scientific & Engineering Research, February 2012,vol 3, Issue 2
  3. T. S. Poo, K. Sundaraj, "Design and Development of a Low Cost EMG Signal Acquisition System Using Surface EMG Electrode", IEEE Int. conf. Circuits and Systems, Dec 2010, pp. 24-27
  4. J. Ylinen, S. Nuorala, K. Hakkinen, H. Kautiaonen and A. Hakinnen, "Axial neck rotation strength in neutral and prerotated postures", Clinical Biomechanics, 2003, vol. 18, pp. 467-472.
  5. C. S. M. Bexander, R. Mellor and P. W. Hodges, "Effect of gaze direction on neck muscle activity during cervical rotation", Exp Brain Res, 2005, vol. 167, pp. 422-432.
  6. D. A. Gabriel, J. Y. Matsumoto, D. H. Davis, B. L. Currier and K. L. An, "Multidirectional neck strength and electromyographic activity for normal controls", Clinical Biomechanics, 2004, vol. 19, pp. 653-658.
  7. I. Moon, K. Kim, J. Ryu and M. Mun, "Face direction-based human-computer interface using image observation and EMG signal for the disabled", Proceeding of the 2003 IEEE International Conference on Robotics & Automation, 2003, pp 1515-1520.
  8. Y. Lin and W. Huang, "Cervical postures and electromyographic activities of related neck muscles when using a neck support pillow," Journal of Biomechanics, 2008, vol. 40, no. 2, pp. 414.
  9. C. F. Tan, W. Chen and G. W. M. Rauterberg, "The Relationship of Head Rotation Angle and SCM EMG Value for the Development of AnS2", Proceedings of the World Congress on Engineering, 2010, vol. 3, pp 2082-2085.
  10. V. Reggie Edgerton, S. L. Wolf, Daniel J. Levendowski, Robert I. Jennrich, Roland R. Roy, "EMG Activity in Neck and Back Muscles During Selected Static Postures in Adult males and Females", Physio-therapy Theory and Practice ,1997, pp 179-195.
  11. Dipali Bansal, Munna Khan,Ashok Kumar Salhan,"Wireless Transmission of EMG Signal and Analysis of its Correlation with Simultaneously Acquired Carotid Pulse Wave Using Dual Channel System", Second International Conference on eHealth, Telemedicine, and Social Medicine, IEEE, Feb 2010, pp. 125-129
  12. Dipali Bansal, Munna Khan, Ashok Kumar Salhan," A computer based wireless system for online acquisition, monitoring and digital processing of ECG waveforms", Computers in Biology and Medicine, 2009, pp 361 – 367
  13. J. J. Carr and J. M. Brown. 1998 Introduction to biomedical equipment technology. fourth ed, Prentice Hall, Inc. , Englewood Cliffs, NJ.
  14. MATLAB: http://www. mathworks. com.
Index Terms

Computer Science
Information Sciences

Keywords

Electromyography Real time acquisition Muscle contractions

Powered by PhDFocusTM