Table 8.
Calculation results of discriminant parameters for behavior indicators node construction in the first conflict scenario.
Driver Type | Behavior Index | After Smooth Noise Reduction |
T10 | |||
---|---|---|---|---|---|---|
Older drivers | Gaze duration (ms) | 267.36 | 979.00 | 97.90 | 802.51 | 267.79 |
Saccade amplitude (°) | 0.76 | 3.00 | 0.30 | 1.96 | 0.44 | |
Saccade velocity (°/s) | 7.87 | 28.70 | 2.87 | 23.80 | 8.06 | |
Heart rate growth rate (%) | 2.60 | 8.30 | 0.83 | 16.60 | 11.40 | |
EDA growth rate (%) | 12.00 | 6.10 | 0.61 | 14.20 | 11.80 | |
Brake pedal opening | 1.08 | 4.21 | 0.42 | 1.59 | −0.57 | |
Steering wheel angle | 2.75 | 8.8 | 0.88 | 5.99 | 0.49 | |
Velocity (km/h) | 12.74 | 39.8 | 3.98 | 45.86 | 20.42 | |
Lateral Acceleration (m/s2) | 0.056 | 0.22 | 0.02 | 0.119 | 0.007 | |
Younger drivers | Gaze duration (ms) | 200.43 | 1079 | 107.9 | 547.66 | 146.8 |
Saccade amplitude (°) | 1.06 | 3.6 | 0.36 | 2.47 | 0.35 | |
Saccadic velocity (°/s) | 9.56 | 45.6 | 4.56 | 26.58 | 7.46 | |
Heart rate growth rate (%) | 8.34 | 21.65 | 2.17 | 18.68 | 2.00 | |
EDA growth rate (%) | 2.88 | 10.38 | 1.04 | 18.41 | 2.65 | |
Brake pedal opening | 3.26 | 13.35 | 1.35 | 4.57 | −1.94 | |
Steering wheel angle | 6.63 | 22.171 | 2.217 | 12.76 | −0.50 | |
Velocity (km/h) | 12.82 | 44.375 | 4.44 | 41.68 | 16.04 | |
Lateral Acceleration (m/s2) | 0.107 | 0.36 | 0.04 | 0.20 | −0.02 |