A brain computer interface for robust wheelchair control application based on pseudorandom code modulated Visual Evoked Potential

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

Standard

A brain computer interface for robust wheelchair control application based on pseudorandom code modulated Visual Evoked Potential. / Mohebbi, Ali; Engelsholm, Signe K.D.; Puthusserypady, Sadasivan; Kjaer, Troels W.; Thomsen, Carsten E.; Sorensen, Helge B.D.

37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC. IEEE, 2015. p. 602-605.

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

Harvard

Mohebbi, A, Engelsholm, SKD, Puthusserypady, S, Kjaer, TW, Thomsen, CE & Sorensen, HBD 2015, A brain computer interface for robust wheelchair control application based on pseudorandom code modulated Visual Evoked Potential. in 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC. IEEE, pp. 602-605, 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015, Milan, Italy, 25/08/2015. https://doi.org/10.1109/EMBC.2015.7318434

APA

Mohebbi, A., Engelsholm, S. K. D., Puthusserypady, S., Kjaer, T. W., Thomsen, C. E., & Sorensen, H. B. D. (2015). A brain computer interface for robust wheelchair control application based on pseudorandom code modulated Visual Evoked Potential. In 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC (pp. 602-605). IEEE. https://doi.org/10.1109/EMBC.2015.7318434

Vancouver

Mohebbi A, Engelsholm SKD, Puthusserypady S, Kjaer TW, Thomsen CE, Sorensen HBD. A brain computer interface for robust wheelchair control application based on pseudorandom code modulated Visual Evoked Potential. In 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC. IEEE. 2015. p. 602-605 https://doi.org/10.1109/EMBC.2015.7318434

Author

Mohebbi, Ali ; Engelsholm, Signe K.D. ; Puthusserypady, Sadasivan ; Kjaer, Troels W. ; Thomsen, Carsten E. ; Sorensen, Helge B.D. / A brain computer interface for robust wheelchair control application based on pseudorandom code modulated Visual Evoked Potential. 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC. IEEE, 2015. pp. 602-605

Bibtex

@inproceedings{449b67ca6f2a4250bec735aaba74f708,
title = "A brain computer interface for robust wheelchair control application based on pseudorandom code modulated Visual Evoked Potential",
abstract = "In this pilot study, a novel and minimalistic Brain Computer Interface (BCI) based wheelchair control application was developed. The system was based on pseudorandom code modulated Visual Evoked Potentials (c-VEPs). The visual stimuli in the scheme were generated based on the Gold code, and the VEPs were recognized and classified using subject-specific algorithms. The system provided the ability of controlling a wheelchair model (LEGO{\textregistered} MINDSTORM{\textregistered} EV3 robot) in 4 different directions based on the elicited c-VEPs. Ten healthy subjects were evaluated in testing the system where an average accuracy of 97% was achieved. The promising results illustrate the potential of this approach when considering a real wheelchair application.",
author = "Ali Mohebbi and Engelsholm, {Signe K.D.} and Sadasivan Puthusserypady and Kjaer, {Troels W.} and Thomsen, {Carsten E.} and Sorensen, {Helge B.D.}",
year = "2015",
doi = "10.1109/EMBC.2015.7318434",
language = "English",
pages = "602--605",
booktitle = "37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC",
publisher = "IEEE",
note = "37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015 ; Conference date: 25-08-2015 Through 29-08-2015",

}

RIS

TY - GEN

T1 - A brain computer interface for robust wheelchair control application based on pseudorandom code modulated Visual Evoked Potential

AU - Mohebbi, Ali

AU - Engelsholm, Signe K.D.

AU - Puthusserypady, Sadasivan

AU - Kjaer, Troels W.

AU - Thomsen, Carsten E.

AU - Sorensen, Helge B.D.

PY - 2015

Y1 - 2015

N2 - In this pilot study, a novel and minimalistic Brain Computer Interface (BCI) based wheelchair control application was developed. The system was based on pseudorandom code modulated Visual Evoked Potentials (c-VEPs). The visual stimuli in the scheme were generated based on the Gold code, and the VEPs were recognized and classified using subject-specific algorithms. The system provided the ability of controlling a wheelchair model (LEGO® MINDSTORM® EV3 robot) in 4 different directions based on the elicited c-VEPs. Ten healthy subjects were evaluated in testing the system where an average accuracy of 97% was achieved. The promising results illustrate the potential of this approach when considering a real wheelchair application.

AB - In this pilot study, a novel and minimalistic Brain Computer Interface (BCI) based wheelchair control application was developed. The system was based on pseudorandom code modulated Visual Evoked Potentials (c-VEPs). The visual stimuli in the scheme were generated based on the Gold code, and the VEPs were recognized and classified using subject-specific algorithms. The system provided the ability of controlling a wheelchair model (LEGO® MINDSTORM® EV3 robot) in 4 different directions based on the elicited c-VEPs. Ten healthy subjects were evaluated in testing the system where an average accuracy of 97% was achieved. The promising results illustrate the potential of this approach when considering a real wheelchair application.

U2 - 10.1109/EMBC.2015.7318434

DO - 10.1109/EMBC.2015.7318434

M3 - Article in proceedings

C2 - 26736334

AN - SCOPUS:84953247392

SP - 602

EP - 605

BT - 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC

PB - IEEE

T2 - 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015

Y2 - 25 August 2015 through 29 August 2015

ER -

ID: 212948236