A Brain Computer Interface for Robust Wheelchair Control Application Based on Pseudorandom Code Modulated Visual Evoked Potential

被引:0
|
作者
Mohebbi, Ali [1 ]
Engelsholm, Signe K. D. [1 ]
Puthusserypady, Sadasivan [1 ]
Kjaer, Troels W. [2 ]
Thomsen, Carsten E. [3 ]
Sorensen, Helge B. D. [1 ]
机构
[1] Tech Univ Denmark, Dept Elect Engn, DK-2800 Lyngby, Denmark
[2] Roskilde Univ Hosp, Dept Neurol, DK-4000 Roskilde, Denmark
[3] Univ Copenhagen, Dept Odontol, DK-2200 Copenhagen, Denmark
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中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
In this pilot study, a novel and minimalistic Brain Computer Interface (BCI) based wheelchair control application was developed. The system was based on pseudo-random 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 (R) MINDSTORM (R) 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.
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页码:602 / 605
页数:4
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