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2018 | OriginalPaper | Chapter

Wireless Surface Electromyography

Authors : Rens Baeyens, Rafael Berkvens, Walter Daems, Jean-Pierre Baeyens, Maggy Goossens, Maarten Weyn

Published in: Advances on P2P, Parallel, Grid, Cloud and Internet Computing

Publisher: Springer International Publishing

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Abstract

Surface Electromyography (sEMG) is used in the evaluation of muscle activation patterns during body movements. Artefacts in sEMG-signals and analysis are caused by the movements of the cables between the sensor and electrode. Hence, there already exist some pre-amplified and wireless sEMG electrodes. These deliver black box devices to end users, for commercial reasons. However, there is a demand for open source devices from a research perspectives. This paper explores the development of an open source wireless sEMG device that distributes the processing of the raw sEMG data between the wireless electrode and the researcher’s computing device. In cooperation with CSEM Landquart (CH) the possibility for the use of electrode-printing technology will be evaluated. We show that Bluetooth Low Energy has a high potential as a low power wireless communication protocol in this application, but that further improvement of the signal-to-noise ratio is necessary.

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Literature
1.
go back to reference Andrade, A.O., Nasuto, S., Kyberd, P., Sweeney-Reed, C.M., Van Kanijn, F.: EMG signal filtering based on empirical mode decomposition. Biomed. Signal Process. Control 1(1), 44–55 (2006)CrossRef Andrade, A.O., Nasuto, S., Kyberd, P., Sweeney-Reed, C.M., Van Kanijn, F.: EMG signal filtering based on empirical mode decomposition. Biomed. Signal Process. Control 1(1), 44–55 (2006)CrossRef
2.
go back to reference Automation Working Group: Automation IO Service. Bluetooth SIG (2015) Automation Working Group: Automation IO Service. Bluetooth SIG (2015)
3.
go back to reference Barbero, M.: Directions in detector front-end electronics after LHC phase I. Verhandlungen der Deutschen Physikalischen Gesellschaft (2012) Barbero, M.: Directions in detector front-end electronics after LHC phase I. Verhandlungen der Deutschen Physikalischen Gesellschaft (2012)
4.
go back to reference Chang, K.M., Liu, S.H., Wu, X.H.: A wireless sEMG recording system and its application to muscle fatigue detection. Sensors 12(12), 489–499 (2012)CrossRefMathSciNet Chang, K.M., Liu, S.H., Wu, X.H.: A wireless sEMG recording system and its application to muscle fatigue detection. Sensors 12(12), 489–499 (2012)CrossRefMathSciNet
5.
go back to reference Chowdhury, R., Reaz, M., Ali, M., Bakar, A., Chellappan, K., Chang, T.: Surface electromyography signal processing and classification techniques. Sensors 13(9), 12431–12466 (2013)CrossRef Chowdhury, R., Reaz, M., Ali, M., Bakar, A., Chellappan, K., Chang, T.: Surface electromyography signal processing and classification techniques. Sensors 13(9), 12431–12466 (2013)CrossRef
6.
go back to reference De Luca, C.J.: Surface electromyography: detection and recording. DelSys Inc. 10, 2011 (2002) De Luca, C.J.: Surface electromyography: detection and recording. DelSys Inc. 10, 2011 (2002)
7.
go back to reference Gomez, C., Oller, J., Paradells, J.: Overview and evaluation of bluetooth low energy: an emerging low-power wireless technology. Sensors 12(12), 11734–11753 (2012)CrossRef Gomez, C., Oller, J., Paradells, J.: Overview and evaluation of bluetooth low energy: an emerging low-power wireless technology. Sensors 12(12), 11734–11753 (2012)CrossRef
8.
go back to reference Huang, N.E., Shen, Z., Long, S.R., Wu, M.C., Shih, H.H., Zheng, Q., Yen, N.C., Tung, C.C., Liu, H.H.: The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis. Proc. R. Soc. Lond. A Math. Phys. Eng. Sci. 454(1971), 903–995 (1998)MATHMathSciNet Huang, N.E., Shen, Z., Long, S.R., Wu, M.C., Shih, H.H., Zheng, Q., Yen, N.C., Tung, C.C., Liu, H.H.: The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis. Proc. R. Soc. Lond. A Math. Phys. Eng. Sci. 454(1971), 903–995 (1998)MATHMathSciNet
9.
go back to reference Lee, Y., Lee, M.: SMS application using EMG signal of clenching teeth for e-health communication. Telemed. e-Health 14(6), 593–597 (2008)CrossRef Lee, Y., Lee, M.: SMS application using EMG signal of clenching teeth for e-health communication. Telemed. e-Health 14(6), 593–597 (2008)CrossRef
11.
go back to reference Omre, A.H., Keeping, S.: Bluetooth low energy: wireless connectivity for medical monitoring. J. Diabetes Sci. Technol. 4(2), 457–463 (2010)CrossRef Omre, A.H., Keeping, S.: Bluetooth low energy: wireless connectivity for medical monitoring. J. Diabetes Sci. Technol. 4(2), 457–463 (2010)CrossRef
12.
go back to reference Reaz, M.B.I., Hussain, M.S., Mohd-Yasin, F.: Techniques of EMG signal analysis: detection, processing, classification and applications. Biol. Proced. Online 8(1), 11–35 (2006)CrossRef Reaz, M.B.I., Hussain, M.S., Mohd-Yasin, F.: Techniques of EMG signal analysis: detection, processing, classification and applications. Biol. Proced. Online 8(1), 11–35 (2006)CrossRef
14.
go back to reference Silicon Labs: UG170: Wizard Gecko BGScript TM User’s Guide, 1.1 edn. Silicon Labs (2016) Silicon Labs: UG170: Wizard Gecko BGScript TM User’s Guide, 1.1 edn. Silicon Labs (2016)
15.
go back to reference Supuk, T., Skelin, A., Cic, M.: Design, development and testing of a low-cost sEMG system and its use in recording muscle activity in human gait. Sensors 14(5), 8235–8258 (2014)CrossRef Supuk, T., Skelin, A., Cic, M.: Design, development and testing of a low-cost sEMG system and its use in recording muscle activity in human gait. Sensors 14(5), 8235–8258 (2014)CrossRef
16.
go back to reference Townsend, K., Cufí, C., Davidson, R.: Getting Started with Bluetooth Low Energy: Tools and Techniques for Low-power Networking. O’Reilly Media Inc., Sebastopol (2014) Townsend, K., Cufí, C., Davidson, R.: Getting Started with Bluetooth Low Energy: Tools and Techniques for Low-power Networking. O’Reilly Media Inc., Sebastopol (2014)
17.
go back to reference von Tscharner, V.: Intensity analysis in time-frequency space of surface myoelectric signals by wavelets of specified resolution. J. Electromyogr. Kinesiol. 10(6), 433–445 (2000)CrossRef von Tscharner, V.: Intensity analysis in time-frequency space of surface myoelectric signals by wavelets of specified resolution. J. Electromyogr. Kinesiol. 10(6), 433–445 (2000)CrossRef
18.
go back to reference Weyn, M., Ergeerts, G., Berkvens, R., Wojciechowski, B., Tabakov, Y.: Dash7 alliance protocol 1.0: Low-power, mid-range sensor and actuator communication. In: 2015 IEEE Conference on Standards for Communications and Networking (CSCN), pp. 54–59. IEEE (2015) Weyn, M., Ergeerts, G., Berkvens, R., Wojciechowski, B., Tabakov, Y.: Dash7 alliance protocol 1.0: Low-power, mid-range sensor and actuator communication. In: 2015 IEEE Conference on Standards for Communications and Networking (CSCN), pp. 54–59. IEEE (2015)
19.
go back to reference Zhang, X., Zhou, P.: Filtering of surface EMG using ensemble empirical mode decomposition. Med. Eng. Phys. 35(4), 537–542 (2013)CrossRef Zhang, X., Zhou, P.: Filtering of surface EMG using ensemble empirical mode decomposition. Med. Eng. Phys. 35(4), 537–542 (2013)CrossRef
Metadata
Title
Wireless Surface Electromyography
Authors
Rens Baeyens
Rafael Berkvens
Walter Daems
Jean-Pierre Baeyens
Maggy Goossens
Maarten Weyn
Copyright Year
2018
DOI
https://doi.org/10.1007/978-3-319-69835-9_68

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