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. 2020 Sep 24;20(19):5474. doi: 10.3390/s20195474

Table 1.

Summary of related works on BCI-based home automation systems.

Publication Type Category Commands Channel Evaluation Criteria
Accuracy (%) Time (s) ITR (bits/min)
Aloise et al. [17] Real P-300 16 8 90.00 4–5.6 11.19
Holzner et al. [21] Virtual P-300 13 N/A 79.35 N/A N/A
Karmali et al. [23] Virtual Alpha Rhythm 44 4 N/A 27.7 N/A
Kosmyna et al. [5] Virtual Conceptual imagery 8 16 77–81 N/A N/A
Goel et al. [35] Virtual SSVEP + Eye blink 2 4 94.17 5.2 11.6
Lin et al. [22] Virtual Alpha Rhythm 2 1 81.40 36–37 N/A
Prateek et al. [25] Virtual SSVEP 5 8 84.80 15 N/A
Perego et al. [26] Virtual SSVEP 4 N/A N/A 350 N/A
Corralejo et al. [20] Virtual P-300 113 8 75–95 10.2 20.1
Carabalona et al. [19] Real P-300 36 12 50–80 N/A N/A
Sellers et al. [18] Real P-300 72 8 83.00 N/A N/A
Our study Virtual SSVEP + Eye blink 38 1 96.92 2 146.67