Table 1 Data collection setting of prior datasets on distracted driving.
From: A Dataset on Takeover during Distracted L2 Automated Driving
Dataset | Participant Overall (M/F) | DAL | App | TP | Primary task | Secondary task | |
|---|---|---|---|---|---|---|---|
Reference | Naturalistic | ||||||
PPB-Emo23 | 40 (31/9) | 0 | S | X | MD | Â | watching clips |
DAD24 | 31 | 0 | S | X | MD | Â | drinking, etc. |
NeuroIV25 | 30 (27/3) | 0 | C | X | MD | Â | hand gestures |
DMD26 | 37 (27/10) | 0 | C, S | X | MD | Â | drinking, etc. |
C42CN27 | 68 (35/33) | 0 | S | X | MD | mathematical and emotional question | texting |
DDD28 | 36 (18/18) | 0 | S | X | MD | talking, looking at both sides, laughing | Â |
Fridman et al.68 | 50 | 0 | C | X | MD | Â | selecting phone number, etc. |
MPDB29 | 35 (24/9) | 0 | S | X | MD | Â | Â |
ADABase31 | 51 (27/24) | 2 | S | X | MO | n-back | adding songs to a playlist |
manD 1.030 | 50 (25/25) | 0–3 | S | O | MD, MO, T | n-back, digit span | video game |
TD2D (Ours)32 | 50 (25/25) | 2 | S | O | MO, T | n-back | auditory texting, texting, etc. |