Table 2 Summary of the previous work on EEG + EOG MMI systems
From: Combining biosignals with RFID to develop a multimodal-shared control interface
S. no | Modality | Application | Analysis type | No. of commands | Results (accuracy and ITR) |
|---|---|---|---|---|---|
[10] | EEG + EOG | Turtle movement control | Online | 4 | Acc. 83% for event-related desynchronization (ERD) and 92.7% for SSVEP |
[11] | EEG + EOG | Mobile robot control | Online | 9 | Acc. 87.3% |
[12] | EEG + EOG | Wheelchair | Online | 9 | Acc. 83.4%, ITR 3.79 bits/min |
[13] | EEG + EOG | Wheelchair | Online | 7 | Acc. 92% |
[14] | EEG + EOG | Speller | Online | - | Acc. 90.6%, ITR 31.2 bits/min |
[15] | EEG + EOG | Navigation | Online | 9 | Acc. 80% |
[16] | EEG + EOG | Speller | Online | - | Acc. 97.6%, ITR 39.6 bits/min |
Present work | EEG + EOG | Assistive mobility | Online | 5 | Acc. 97.07%, ITR 60.45 bits/min |