Table 2.
Characteristics of papers investigating mental fatigue in driving and 3D TV using EEG signals.
| Number | Paper | Number of Subjects | Type of the Task | Channels | Distance (m) | Inter-trial Interval (min) | Stimuli Durations (min) | Subjects’ Age | Subject’s Conditions | Objective Evaluation | Subjective Index |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Chen et al. (2013) | 10 | 3D TV | 16 channels | 3 | … | 40 | 20–24 years old. | normal visual acuity | , , , , , , , | Subjective questionnaire |
| 2 | Guo et al. (2018) | 66 | Driving | 64 channels | … | … | … | Average 23.25 years old. | normal visual acuity | percentage of eye closure-standard deviation of the lane position-Profile of Mood States- | POMS-SF (Chen et al., 2002) |
| 3 | Lal and Craig (2005) | 35 | Driving | 19 channels | … | 10 | 10–15 | Average 34 | normal visual acuity | , , , | … |
| 20 | Average 44 | ||||||||||
| 4 | Jap et al. (2009) | 52 | Driving | 30 channels | … | … | 10–15 | Average 28 years | normal visual acuity | , , , ,, , , | Lifestyle appraisal questionnaire (Craig et al., 1996) |
| 5 | Zou et al. (2015) | 11 | 3D TV | 30 channels | … | … | 10 | Average 26.08 years | normal visual acuity |
, , ,, , , , |
Sheedy’s questionnaire |
| 6 | Bang et al. (2014) | 15 | 3D TV | 16 channels | 2.5 | 5 | 30 | Average 26.89 years | normal visual acuity | custom questionnaire | |
| 7 | Eoh et al. (2005) | 4 | Driving | 8 channels (FP1, FP2, T3, T4, P3, P4, O1, and O2) | … | … | … | Average 26.1 years | normal visual acuity | , , , ,, | … |
| 8 | Wang et al. (2022) | 10 | Driving | 2 channels (C3, C4) | … | 30 | 120 | Average 24 years | normal visual acuity | mass exponent, Hurst exponent, multifractal spectrum of and | Subjective questionnaire |
| 9 | Sheykhivand et al. (2022) | 11 | Driving | 2 channels (FC3, FCz) | … | … | 20 | 22–30 years old. | normal visual acuity | Accuracy | Chalder fatigue, Lee fatigue scales |
| 10 | Wang et al. (2022) | 10 | Driving | 14 channels | 180 | years old. | normal visual acuity | basic scale entropy of and band | Subjective questionnaire |