Review of electromyographic control systems based on pattern recognition

S. A. Ahmad, A. J. Ishak, Sawal Hamid Md Ali

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

Electromyographic control is a technique that involve with with the detection, processing and classification of the electromyogaphic signal that could be applied in human-assisting robots, prosthesis application or rehabilitation devices. This paper reviews recent research and development in pattern recognition based electromyographic control systems. with an emphasis on pattern recognition control for prosthesis application. The various methods used in the different stages of the pattern recognition based control system are discussed in details.

Original languageEnglish
Title of host publicationIFMBE Proceedings
Pages556-559
Number of pages4
Volume35 IFMBE
DOIs
Publication statusPublished - 2011
Event5th Kuala Lumpur International Conference on Biomedical Engineering, BIOMED 2011, Held in Conjunction with the 8th Asian Pacific Conference on Medical and Biological Engineering, APCMBE 2011 - Kuala Lumpur, Malaysia
Duration: 20 Jun 201123 Jun 2011

Other

Other5th Kuala Lumpur International Conference on Biomedical Engineering, BIOMED 2011, Held in Conjunction with the 8th Asian Pacific Conference on Medical and Biological Engineering, APCMBE 2011
CountryMalaysia
CityKuala Lumpur
Period20/6/1123/6/11

Fingerprint

Pattern recognition
Control systems
Patient rehabilitation
Robots
Processing
Prostheses and Implants

Keywords

  • classification
  • electromyographic control
  • feature extraction
  • pattern recognition
  • prostheses

ASJC Scopus subject areas

  • Biomedical Engineering
  • Bioengineering

Cite this

Review of electromyographic control systems based on pattern recognition. / Ahmad, S. A.; Ishak, A. J.; Md Ali, Sawal Hamid.

IFMBE Proceedings. Vol. 35 IFMBE 2011. p. 556-559.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ahmad, SA, Ishak, AJ & Md Ali, SH 2011, Review of electromyographic control systems based on pattern recognition. in IFMBE Proceedings. vol. 35 IFMBE, pp. 556-559, 5th Kuala Lumpur International Conference on Biomedical Engineering, BIOMED 2011, Held in Conjunction with the 8th Asian Pacific Conference on Medical and Biological Engineering, APCMBE 2011, Kuala Lumpur, Malaysia, 20/6/11. https://doi.org/10.1007/978-3-642-21729-6_139
Ahmad, S. A. ; Ishak, A. J. ; Md Ali, Sawal Hamid. / Review of electromyographic control systems based on pattern recognition. IFMBE Proceedings. Vol. 35 IFMBE 2011. pp. 556-559
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