★Suffering from dirty strong supersonic attacks (39ﾚｽ)
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22: YAMAGUTIseisei 2019/04/24(水)09:58 ID:5ZbN1Z79Q(21/32) BE AAS
2)
Study II:
Comparison of a brain-controlled robotic simulator using conventional and proposed SSVEP-BCIs: To demonstrate that the proposed SSVEP-BCI outperforms the conventional case in smooth control applications, the same protocol was performed as in Study I.
The RF poly2 based predictive model, with a one-second non-overlapped window (optimal window length from Study I) was applied to obtain the VPs of the proposed SSVEP-BCI.
Whereas the conventional SSVEP-BCI immediately changed to a constant speed in both the increasing and decreasing periods.
The VP of each subject in the conventional case was set using the maximum and minimum values of the same subjects VP from the proposed SSVEP-BCI.
To evaluate the performance of the robotic control task, the average speed and the deviation of the box were used as the measures.
Finally, the experimental results from the two cases were compared using the standard t-test.
IV.
RESULTS
In this section, the results from each experiment are reported separately.
Result I offers a comparison of the predictive models for SSVEP magnitude variation.
Results II and III demonstrate the feasibility and advantages of the proposed SSVEP-BCI via the brain-controlled robotic simulator.
Quantitative (MSE, computation-time prediction, average speed, and deviation of the box) and qualitative measures (graphical) are considered in the appropriate experiments.
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Comparison of a robotic simulator using conventional and proposed SSVEP-BCIs: To demonstrate that the proposed SSVEP-BCI outperforms the conventional case in smooth control applications, the same experimental protocol was performed as in Study I.
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