Table 1.
Lan et al. [12] | Arvaneh et al. [13] | Pfurtscheller et al. [27] | Kus et al. [28] | Obermaier et al. [29] | Proposed BCI | |
---|---|---|---|---|---|---|
Accuracy (%) | 80 | 81/82 | 65 | 74.8 | - | 71.1 |
Bit rate(bits/min) | - | - | - | 4.5 | 3.1 | 3.2 |
EEG features | Power spectral density | Common spatial pattern | Band power estimation | Spectral power estimation | EEG Pattern | EEG Power |
Number of EEG channels | 32 | 22/118 | 32 | - | 29 | 8 |
Function of channel selection | Yes | Yes | No | No | No | Yes |
EEG sensor | EEG cup electrode | EEG cup electrode | EEG cup electrode | EEG cup electrode | EEG cup electrode | Noevl dry electrode |
Main computing unit | Back-end computer | Back-end computer | Back-end computer | Back-end computer | Back-end computer | Front-end wearable EEG device |
Wearable system | No | No | No | No | No | Yes |
Wireless transmission | WiFi | No | No | No | No | Bluetooth |