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Reseach Article

2-d Robotic Arm Control using EMG Signal

by Aditya Veer Singh Rana, Ridhi Aggarwal
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 72 - Number 14
Year of Publication: 2013
Authors: Aditya Veer Singh Rana, Ridhi Aggarwal
10.5120/12562-8944

Aditya Veer Singh Rana, Ridhi Aggarwal . 2-d Robotic Arm Control using EMG Signal. International Journal of Computer Applications. 72, 14 ( June 2013), 18-22. DOI=10.5120/12562-8944

@article{ 10.5120/12562-8944,
author = { Aditya Veer Singh Rana, Ridhi Aggarwal },
title = { 2-d Robotic Arm Control using EMG Signal },
journal = { International Journal of Computer Applications },
issue_date = { June 2013 },
volume = { 72 },
number = { 14 },
month = { June },
year = { 2013 },
issn = { 0975-8887 },
pages = { 18-22 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume72/number14/12562-8944/ },
doi = { 10.5120/12562-8944 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:37:54.726110+05:30
%A Aditya Veer Singh Rana
%A Ridhi Aggarwal
%T 2-d Robotic Arm Control using EMG Signal
%J International Journal of Computer Applications
%@ 0975-8887
%V 72
%N 14
%P 18-22
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

In the presented work, a robotic arm is controlled using the EMG signal acquired from the electrodes attached to the human arm. The EMG signals are acquired from three different muscle groups of the upper forearm. The EMG signal is very noisy and of the order of micro volts. Faithful extraction of the EMG signal is the prime objective in the presented work. The acquired signal is then fed to signal conditioning unit consisting of signal acquisition, amplification, rectification and final filtration. The output of the signal conditioning unit is then converted to digital signal using a 16-bit serial ADC. The digitized signal is used as feedback and control signal for final control of the robotic arm. The robotic arm is attached to the shaft of the stepper motor for motion. Stepper motor is interfaced using microcontroller. There may be more than one stepper motor to give multi-dimensional motion to robotic arm. It can be assumed that with one single stepper motor, ideally we can have 360/θ no. of positions (θ being the step angle). Presently we have used only two stepper motors for up-down motion at two joints thereby enabling to give (360/θ)2 no. of positions.

References
  1. Artemiadis, P. K, "EMG-Based Control of Robot Arm using Low-Dimensional Embeddings", IEEE Transactions on Robotics. Vol. 26, Issue: 2, pp. 393- 398, 2010.
  2. F. E. Zajac, "Muscle and tendon: Properties, models, scaling, and Application to biomechanics and motor control," in Proc. Crit. Rev. Biomed. Eng. , vol. 17, Boca Raton, FL: CRC, 1989, pp. 359–411.
  3. d'Avella , A. Portone , L. Fernandez and F. Lacquaniti "Control of fast-reaching movements by muscle synergy combinations", J Neurosci. , vol. 25, no. 30, pp. 7791–7810, 2006.
  4. Hermens HJ, Freriks B, Merletti R, et al. Recommendations for surface electromyography SENIAM 8: Roessingh Research and Development. Enschede. 1999.
  5. Differential operational amplifier INA106, datasheet.
  6. Operational amplifier TL072, datasheet.
  7. ADC LTC-1867, datasheet
  8. Thomas, U, Maciuszek, I. ; Wahl, F. M. "A Unified Notation for serial, parallel, and hybrid Kinematic Structures", IEEE Proceedings of Robotics and Automation. Vol. 3, pp. 2868- 2873, 2002.
  9. Society of Robots tutorials.
  10. Parasuraman, S. "An EMG-driven Musculoskeletal model for robot assisted stroke Rehabilitation system using sliding mode control". Mechatronics and its Applications (ISMA), 7th pp. 1-6,2010.
Index Terms

Computer Science
Information Sciences

Keywords

SCU? Signal Conditioning Unit ADC? Analog to Digital Converter EMG? Electromyography Amplification Degrees of Freedom Stepper Motors Control Algorithm