[next] [prev] [prev-tail] [tail] [up]

B Version of Table 2 suitable for printing

Table 6 and Table 7 constitute a version of Table 2 suitable for printing.

Table 6: This table gives the three main columns of Table 2 labelled “States ”, “Sensors”, and “Tests”. The remaining main column “Indicators” is provided in Table 7. This partitioning of Table 2 allows for more comfortable visualization of its content when printed.
States

References
Sensors

Tests

Drowsiness

Mental workload
Distraction
Emotions

Under the influence
Driver
Vehicle
Environment

Ahir and Gohokar (2)

V

cam, elec ext cam

real, sim

Alluhaibi et al. (6)

V

V ang

cam*, mic* V*

Arun et al. (13)

vis, cog

cam, wea d, eye t V

sim

Balandong et al. (18)

V

elec

sim

Begum (20)
V

V stress

seat, ste w, saf b, wea d

real, sim

Chacon-Murguia and Prieto-Resendiz (28)

V

ste w, cam radar

real

Chan et al. (29)
V

cam*, mic*

real

Chhabra et al. (31)
V

V

alc

seat, cam*, mic* V*

real, sim

Chowdhury et al. (32)

V

sim

Chung et al. (34)

stress

cam, wea d V

real, sim

Coetzer and Hancke (35)

V

cam V

real, sim

Dababneh and El-Gindy (37)

V

cam, wea d radar

real, sim

Dahiphale and Rao (38)

V

V

cam

real

Dong et al. (44)
V

V

cam V

real

El Khatib et al. (51)
V

man, vis, cog

cam V* ext cam, radar

real, sim

Ghandour et al. (65)

man, vis, aud, cog stress

cam, wea d

real, sim

Hecht et al. (78)
V

V

V

elec, eye t

real, sim

Kang (95)
V

V

seat, ste w, cam V

real, sim

Kaplan et al. (96)
V

V

ste w, cam*, mic*, wea d V

real, sim

Kaye et al. (98)

V

stress

real, sim

Khan and Lee (99)

V

man, vis, aud, cog

wea d

real

Kumari and Kumar (107)

V

cam

Lal and Craig (108)

V

cam

sim

Laouz et al. (109)

V

seat, cam, wea d ext cam

real

Leonhardt et al. (114)

seat, ste w, saf b, cam

real

Liu et al. (126)

V

cam V

real

Marquart et al. (132)

V

eye t

real, sim

Marina Martinez et al. (130)

ang

V*

Mashko (134)

V

cam, wea d V ext cam, radar

real, sim

Mashru and Gandhi (135)

V

seat, ste w, cam, wea d

sim

Melnicuk et al. (141)

V

V

cog stress, ang

seat, ste w, saf b, cam*, wea d V*

real

Mittal et al. (146)

V

cam, elec V ext cam

real

Murugan et al. (151)

V

cam, elec V

sim

Nair et al. (153)

V

V

alc

seat, cam* V radar

Němcová et al. (160)

V

stress

seat, ste w, cam, wea d, eye t V

real, sim

Ngxande et al. (156)

V

cam

Oviedo-Trespalacios et al. (164)

V

V

real, sim

Papantoniou et al. (167)

V

V

cam ext cam, radar

real, sim

Pratama et al. (174)

V

cam, wea d, elec ext cam

real, sim

Ramzan et al. (176)

V

cam, wea d, elec V

real, sim

Sahayadhas et al. (186)

V

seat, ste w, cam, wea d V

real, sim

Scott-Parker (195)

stress, ang

eye t ext cam

real, sim

Seth (196)

V

cam V

real

Shameen et al. (198)

V

elec

sim

Sigari et al. (202)

V

cam

real

Sikander and Anwar (203)

V

seat, ste w, saf b, cam, wea d, elec

real

Singh and Kathuria (205)

V

V

V V

cam, wea d V ext cam, radar

real

Subbaiah et al. (213)

V

cam

real, sim

Tu et al. (219)

V

cam*, wea d, elec V

real, sim

Ukwuoma and Bo (220)

V

cam, wea d, elec

real

Vilaca et al. (225)

V

V

cam, mic V ext cam

Vismaya and Saritha (227)

V

cam, eye t

real, sim

Wang et al. (229)

V

cam, wea d

real, sim

Welch et al. (230)

stress, ang

seat, ste w, cam, wea d V

real, sim

Yusoff et al. (244)

vis, cog

eye t

Zhang et al. (248)

V

cam ext cam

real, sim

Table 7: This table gives the main column of Table 2 labelled “Indicators”. The three remaining main columns “States ”, “Sensors”, and “Tests” are provided in Table 6. This partitioning of Table 2 allows for more comfortable visualization of its content when printed.
Indicators

References

Driver
Vehicle
Environment

 Physiological Behavioral Subjective

Ahir and Gohokar (2)

HR, brain gaze, blink, PERCLOS, facial, body wheel, lane, speed

Alluhaibi et al. (6)

speech wheel, lane, brake, speed

Arun et al. (13)

HR, brain, EDA, pupil gaze, blink, body V wheel, lane, brake, speed

Balandong et al. (18)

HR, brain gaze, blink, PERCLOS, body V wheel, lane, brake, speed

Begum (20)
HR, brain

Chacon-Murguia and Prieto-Resendiz (28)

HR, brain, EDA gaze, blink, body wheel, lane, brake, speed

Chan et al. (29)
HR, brain blink, PERCLOS, facial, body wheel, brake, speed

Chhabra et al. (31)
breath gaze, PERCLOS, facial, body wheel road

Chowdhury et al. (32)

HR, brain, EDA blink, PERCLOS

Chung et al. (34)

HR, breath, brain, EDA, pupil speech V wheel, lane, brake, speed

Coetzer and Hancke (35)

brain gaze, PERCLOS, facial, body wheel, lane, speed

Dababneh and El-Gindy (37)

brain, EDA, pupil blink, PERCLOS, body wheel, lane, speed road

Dahiphale and Rao (38)

gaze, blink, facial, body wheel

Dong et al. (44)
HR, brain, pupil gaze, blink, PERCLOS, facial, body V wheel, lane, speed road, wea

El Khatib et al. (51)
HR, breath, brain, EDA, pupil gaze, blink, PERCLOS, facial, body, hands wheel, lane, speed

Ghandour et al. (65)
HR, breath, brain, EDA gaze, facial, body, speech V wheel, brake, speed

Hecht et al. (78)
HR, brain, EDA, pupil gaze, blink, PERCLOS, facial, body V

Kang (95)
HR, breath, brain, EDA gaze, blink, facial, body wheel, lane, brake, speed

Kaplan et al. (96)
HR, brain gaze, blink, PERCLOS, facial, body, speech wheel, lane, brake, speed

Kaye et al. (98)

HR, breath, brain, EDA V

Khan and Lee (99)

HR, brain, EDA gaze, PERCLOS, body wheel, lane, brake, speed

Kumari and Kumar (107)

HR, brain gaze, blink, PERCLOS, body V wheel, lane

Lal and Craig (108)

HR, brain, EDA PERCLOS, facial

Laouz et al. (109)

HR, brain, EDA blink, PERCLOS, facial, body V wheel, speed

Leonhardt et al. (114)

HR, breath

Liu et al. (126)

HR, brain, pupil gaze, blink, PERCLOS, body wheel, lane, speed

Marquart et al. (132)

pupil gaze, blink, PERCLOS V

Marina Martinez et al. (130)

brake, speed

Mashko (134)

HR, brain, EDA gaze, blink, body wheel, lane, brake, speed

Mashru and Gandhi (135)

HR, breath blink, PERCLOS, facial, body V wheel, lane

Melnicuk et al. (141)

HR, brain blink, PERCLOS, facial wheel, brake, speed road, traf, wea

Mittal et al. (146)

HR, brain, pupil blink, PERCLOS, body V wheel, lane, brake, speed

Murugan et al. (151)

HR, breath, brain, EDA, pupil blink, PERCLOS, body V wheel, lane, speed

Nair et al. (153)

gaze, PERCLOS, facial, body lane

Němcová et al. (160)

HR, breath, brain, EDA gaze, blink, PERCLOS, facial, body wheel, lane, brake, speed

Ngxande et al. (156)

blink, PERCLOS, facial, body

Oviedo-Trespalacios et al. (164)

gaze wheel, lane, brake, speed

Papantoniou et al. (167)

HR, breath, brain gaze, blink, speech V wheel, lane, speed

Pratama et al. (174)

HR, brain, EDA gaze, blink, PERCLOS, facial, body, hands V wheel, lane

Ramzan et al. (176)

HR, breath, brain blink, PERCLOS, facial, body wheel, lane, speed

Sahayadhas et al. (186)

HR, brain, pupil gaze, blink, PERCLOS, body V wheel, lane

Scott-Parker (195)

HR, brain, EDA gaze, facial V wheel, lane, brake, speed traf

Seth (196)

Shameen et al. (198)

brain gaze, blink

Sigari et al. (202)

gaze, blink, PERCLOS, facial, body

Sikander and Anwar (203)

HR, brain, pupil gaze, blink, PERCLOS, body V wheel, lane

Singh and Kathuria (205)

pupil gaze, blink, PERCLOS, facial wheel, brake, speed road, traf

Subbaiah et al. (213)

HR, brain, pupil blink, PERCLOS, facial, body

Tu et al. (219)

HR, brain blink, PERCLOS, facial, body wheel, lane, speed

Ukwuoma and Bo (220)

HR, breath, brain blink, PERCLOS, facial, body wheel, lane, brake

Vilaca et al. (225)

brain gaze, body wheel, lane, brake, speed

Vismaya and Saritha (227)

gaze, blink, PERCLOS, body

Wang et al. (229)

brain, pupil gaze, blink, PERCLOS, body lane

Welch et al. (230)

HR, breath, brain, EDA blink, facial, speech wheel, brake, speed

Yusoff et al. (244)

HR, brain, EDA, pupil gaze, body V lane, speed

Zhang et al. (248)

HR, brain gaze, blink, PERCLOS, body lane, speed

[next] [prev] [prev-tail] [front] [up]