An Investigation into the Effects of Correlated Color Temperature and Illuminance of Urban Motor Vehicle Road Lighting on Driver Alertness
Abstract
:1. Introduction
2. Methodology
2.1. Design
2.2. Participants
2.3. CCT and Illuminance Setting Basis
2.3.1. Measurement of Actual Road Lighting Parameters
2.3.2. Illuminance Setting Basis
2.3.3. CCT Setting Basis
2.4. Setting
2.4.1. Physical Environment Settings
2.4.2. Light Environment Settings
2.5. Experimental Tasks and Procedure
2.5.1. Experimental Tasks
- (1)
- Task 1 (baseline—monotonous driving): Task 1 phase (baseline) was devoid of any unusual stimuli (e.g., traffic lights, obstacles, etc.) to simulate a monotonous driving environment. Participants were instructed to sustain a naturally relaxed state, manage the virtual vehicle at 60 km/h, adhere to traffic regulations, and avoid changing lanes.
- (2)
- Task 2 (waiting for red lights and traffic jams): Task 2 simulated a driving scenario involving frequent waits at red lights and sporadic instances of random traffic congestion. Throughout this phase, the vehicle’s speed limit remained consistent at 60 km/h.
- (3)
- Task 3 (follow-up task and auditory PVT task): Task 3 employed a dual-task experimental paradigm (primary task: follow-up task, secondary task: auditory psychomotor vigilance task (aPVT)) [35] to amplify perceptual load and diminish the likelihood of slower or inaccurate responses due to reduced attention. In this phase, participants were tasked with controlling the simulated vehicle to trail a specified target vehicle (a red pickup truck) while maintaining a self-assessed safe distance. If the target vehicle changed lanes, participants were required to steer the vehicle accordingly without overtaking or tailgating, and no specific speed limit was imposed. Furthermore, concurrently managing the following task, participants were prompted to react to randomized acoustic stimuli (a simulated ringtone resembling an incoming call) by swiftly pressing a designated key (designated as the space bar).
2.5.2. Procedure
2.6. Measures
2.6.1. EEG Indicators (β)
2.6.2. Task Performance (RT)
2.6.3. Subjective Evaluation Scale (KSS)
3. Results
3.1. EEG (β)
3.2. Reaction Time (RT)
3.3. Subjective Evaluation Results (KSS)
4. Discussion
5. Conclusions
- (1)
- In summary, appropriately elevated illuminance (30 lx vs. 20 lx) and CCT (4000K and 5000K vs. 3000K) are more conducive to improving driver alertness and positively impacting driving task performance.
- (2)
- EEG measurements revealed a significant impact of the interaction between CCT × Illuminance and CCT × Task on drivers’ alertness (β). Moreover, a significant interaction effect of CCT × Task on drivers’ subjective alertness was observed. However, no significant main effects of CCT and Illuminance on reaction time (RT) across driving tasks were identified. Nevertheless, observational data indicated that drivers exhibited the shortest reaction time under lighting conditions of 4000K CCT and 30 lx illuminance. This suggests that this specific combination of lighting may help reduce driver reaction time.
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Variable | Level | Parameters | |
---|---|---|---|
Independent variable | CCT | 3 | 3000K, 4000K, 5000K |
Illumination (the average illuminance of the road surface) | 2 | 20 lx, 30 lx | |
Task | 3 | Task 1 (baseline): Monotonous driving. Task 2: Waiting for traffic lights and experiencing traffic congestion. Task 3: Auditory Psychomotor Vigilance Task (aPVT; Dual-task experimental paradigm) | |
Implicit variable | EEG (β waves) | ||
Reaction time (RT) |
Lane 1 L1 | Lane 2 L2 | Lane 3 L3 | Lane 4 L4 | The Average Illuminance (Eye-Level) of the Entire Road = (L1 + L2 + L3 + L4)/4 | |
---|---|---|---|---|---|
Dynamic average (eye-level) illuminance (lx) | 3.857 | 2.771 | 2.706 | 2.942 | 3.069 |
Static average (eye-level) illuminance (lx) | 3.214 | 3.229 | 3.100 | 3.229 | 3.193 |
Maintained average illuminance of road surface (lx) | 28.5 |
Setting Objects | Parameters | ||
---|---|---|---|
CCT (Actual Luminaires) | 3000k | 4000k | 5000k |
RGB (3D Max models) | (255, 161, 72) | (255, 209, 163) | (255, 228, 206) |
Item | Score |
---|---|
1 | |
Very alert | 2 |
Alert | 3 |
Rather alert | 4 |
Neither alert nor sleepy | 5 |
Some signs of sleepiness | 6 |
Sleepy, but no effort to keep awake | 7 |
Sleepy, but some effort to keep awake | 8 |
Very sleepy, great effort to keep awake, fighting sleep | 9 |
Extremely sleepy, can’t keep awake | 10 |
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Chen, Q.; Pan, Z.; Wu, J.; Xue, C. An Investigation into the Effects of Correlated Color Temperature and Illuminance of Urban Motor Vehicle Road Lighting on Driver Alertness. Sensors 2024, 24, 4927. https://doi.org/10.3390/s24154927
Chen Q, Pan Z, Wu J, Xue C. An Investigation into the Effects of Correlated Color Temperature and Illuminance of Urban Motor Vehicle Road Lighting on Driver Alertness. Sensors. 2024; 24(15):4927. https://doi.org/10.3390/s24154927
Chicago/Turabian StyleChen, Quan, Zelei Pan, Jinchun Wu, and Chengqi Xue. 2024. "An Investigation into the Effects of Correlated Color Temperature and Illuminance of Urban Motor Vehicle Road Lighting on Driver Alertness" Sensors 24, no. 15: 4927. https://doi.org/10.3390/s24154927
APA StyleChen, Q., Pan, Z., Wu, J., & Xue, C. (2024). An Investigation into the Effects of Correlated Color Temperature and Illuminance of Urban Motor Vehicle Road Lighting on Driver Alertness. Sensors, 24(15), 4927. https://doi.org/10.3390/s24154927