190
Views
16
CrossRef citations to date
0
Altmetric
Innovation

EMG classification using wavelet functions to determine muscle contraction

&
Pages 99-105 | Received 07 Aug 2015, Accepted 03 Jan 2016, Published online: 04 Mar 2016

References

  • Veer K. Development of sensor system with measurement of surface electromyogram signal for clinical use. Optik - Int J Light Electron Opt. 2016;127:352–356.
  • Wheeler KA, Shimada H, Kumar KD, et al. A sEMG model with experimentally based simulation parameters. 32nd Annual International Conference of the IEEE EMBS, Buenos, Argentina, 2010.
  • Veer K. Wavelet transform-based classification of electromyogram signals using an ANOVA Technique. Neurophysiology. 2015;47:302–309.
  • Ching CP, So CH, Wu QS. On wavelet denoising and its applications to time delay estimation. IEEE Trans Sign Proc. 1999;47:2879–2882.
  • Ortolan LR, Mori RN, Pereira RR, et al. Evaluation of adaptive/nonadaptive filtering and wavelet transform techniques for noise reduction in EMG mobile acquisition equipment. IEEE Trans Neural Syst Rehabil Eng. 2010;11:60–69.
  • Silvestro M. Control of hand prostheses using peripheral information. IEEE Rev BME. 2010;3:48–68.
  • Veer K, Agarwal R. Wavelet denoising and evaluation of electromyogram signal using statistical algorithm. Int J Biomed Eng Technol. 2014;16: 293–305.
  • Phinyomark A, Llimsakul C, Phukpattaranont P. Optimal wavelet functions in wavelet denoising for multifunction myoelectric control. ECTI Trans Elect Eng Electron Commun. 2010;8:43–52.
  • Hussain MS, Reaz MBI, Mohd-Yasin F, et al. Electromyography signal analysis using wavelet transform and higher order statistics to determine muscle contraction. Exp Syst. 2009;26:35–48.
  • Phinyomark A, Phukpattaranont P, Limsakul C. Wavelet-based denoising algorithm for robust EMG pattern recognition. Fluct Noise Lett 2011;10:157–167.
  • Sharma T, Veer K. Wavelet based feature extraction of electromyogram signal for denoising. Int J Adv Res Comp Eng Technol. 2014;3:2623–2627.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.