Literature DB >> 31799015

A compact-sized surface EMG sensor for myoelectric hand prosthesis.

Alok Prakash1, Shiru Sharma1, Neeraj Sharma1.   

Abstract

Myoelectric prosthesis requires a sensor that can reliably capture surface electromyography (sEMG) signal from amputees for its controlled operation. The main problems with the presently available EMG devices are their extremely high cost, large response time, noise susceptibility, less amplitude sensitivity, and larger size. This paper proposes a compact and affordable EMG sensor for the prosthetic application. The sensor consists of an electrode interface, signal conditioning unit, and power supply unit all encased in a single package. The performance of dry electrodes employed in the skin interface was compared with the conventional Ag/AgCl electrodes, and the results were found satisfactory. The envelope detection technique in the sensor based on the tuned RC parameters enables the generation of smooth, faster, and repeatable EMG envelope irrespective of signal strength and subject variability. The output performance of the developed sensor was compared with commercial EMG sensor regarding signal-to-noise ratio, sensitivity, and response time. To perform this, EMG data with both devices were recorded for 10 subjects (3 amputees and 7 healthy subjects). The results showed 1.4 times greater SNR values and 45% higher sensitivity of the developed sensor than the commercial EMG sensor. Also, the proposed sensor was 57% faster than the commercial sensor in producing the output response. The sEMG sensor was further tested on amputees to control the operation of a self-designed 3D printed prosthetic hand. With proportional control scheme, the myoelectric hand setup was able to provide quicker and delicate grasping of objects as per the strength of the EMG signal. © Korean Society of Medical and Biological Engineering 2019.

Entities:  

Keywords:  Control scheme; Grasp types; Myoelectric prosthesis; Signal-to-noise ratio (SNR); Surface electromyography

Year:  2019        PMID: 31799015      PMCID: PMC6859146          DOI: 10.1007/s13534-019-00130-y

Source DB:  PubMed          Journal:  Biomed Eng Lett        ISSN: 2093-9868


  25 in total

1.  Extraction of the envelope from surface EMG signals.

Authors:  T D'Alessio; S Conforto
Journal:  IEEE Eng Med Biol Mag       Date:  2001 Nov-Dec

2.  Proportional EMG control for upper-limb powered exoskeletons.

Authors:  T Lenzi; S M M De Rossi; N Vitiello; M C Carrozza
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2011

Review 3.  Myoelectric signal processing for control of powered limb prostheses.

Authors:  P Parker; K Englehart; B Hudgins
Journal:  J Electromyogr Kinesiol       Date:  2006-10-11       Impact factor: 2.368

Review 4.  Clinical applications of high-density surface EMG: a systematic review.

Authors:  Gea Drost; Dick F Stegeman; Baziel G M van Engelen; Machiel J Zwarts
Journal:  J Electromyogr Kinesiol       Date:  2006-12       Impact factor: 2.368

Review 5.  The extraction of neural information from the surface EMG for the control of upper-limb prostheses: emerging avenues and challenges.

Authors:  Dario Farina; Ning Jiang; Hubertus Rehbaum; Aleš Holobar; Bernhard Graimann; Hans Dietl; Oskar C Aszmann
Journal:  IEEE Trans Neural Syst Rehabil Eng       Date:  2014-02-11       Impact factor: 3.802

6.  Impedance measurement of individual skin surface electrodes.

Authors:  S Grimnes
Journal:  Med Biol Eng Comput       Date:  1983-11       Impact factor: 2.602

7.  A novel myoelectric pattern recognition strategy for hand function restoration after incomplete cervical spinal cord injury.

Authors:  Jie Liu; Ping Zhou
Journal:  IEEE Trans Neural Syst Rehabil Eng       Date:  2012-09-27       Impact factor: 3.802

Review 8.  Myoelectric control of prosthetic hands: state-of-the-art review.

Authors:  Purushothaman Geethanjali
Journal:  Med Devices (Auckl)       Date:  2016-07-27

9.  Sensitivity Analysis of Different Shapes of a Plastic Optical Fiber-Based Immunosensor for Escherichia coli: Simulation and Experimental Results.

Authors:  Domingos M C Rodrigues; Rafaela N Lopes; Marcos A R Franco; Marcelo M Werneck; Regina C S B Allil
Journal:  Sensors (Basel)       Date:  2017-12-19       Impact factor: 3.576

10.  Comparison of six electromyography acquisition setups on hand movement classification tasks.

Authors:  Stefano Pizzolato; Luca Tagliapietra; Matteo Cognolato; Monica Reggiani; Henning Müller; Manfredo Atzori
Journal:  PLoS One       Date:  2017-10-12       Impact factor: 3.240

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  2 in total

1.  A low-cost transradial prosthesis controlled by the intention of muscular contraction.

Authors:  Alok Prakash; Shiru Sharma
Journal:  Phys Eng Sci Med       Date:  2021-01-19

2.  Development and Characterization of Embroidery-Based Textile Electrodes for Surface EMG Detection.

Authors:  Hyelim Kim; Siyeon Kim; Daeyoung Lim; Wonyoung Jeong
Journal:  Sensors (Basel)       Date:  2022-06-23       Impact factor: 3.847

  2 in total

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