Analysis of the driver's stress level while driving in Truck Platooning

Multimodal Transportation Pub Date : 2025-03-01 Epub Date: 2024-12-27 DOI:10.1016/j.multra.2024.100185
Paolo Gandini, Luca Studer, Marta Zecchini, Marco Ponti
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Abstract

The logistic is interested by changes and truck manufacturers are investing in solutions such as truck platooning. This system leads to benefits (fuel consumption, safety, traffic efficiency). The paper presents the analysis of the psychophysical state of drivers during real tests in truck platooning. The peaks in the LF/HF (Low Frequency/High Frequency) parameter are considered, as they are linked to feelings of discomfort. Their occurrence may indicate whether the psychophysical state of the drivers is influenced by the different phases of driving in platoon. A method is defined to monitor and process the HRV (Heart Rate Variability) physiological parameter and the LF/HF ratio, based on the use of commercial smartwatches. An experimental activity, part of the European project C-Roads, allowed the collection of the physiological parameters of drivers and of the data featuring the vehicles in platoon. In general, the correlation between the two data sets revealed that drivers were not negatively affected by driving in platoon. The monitoring of the Follower driver, compared to the Leader, showed a higher level of stress. Peaks in the LF/HF parameter (i.e. high levels of stress) were associated in the 85 % of the cases to punctual situations that were expected to be stressful. Further possible applications of the method are presented, such as the investigation of the C-ITS impacts on the drivers.
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卡车队列行驶中驾驶员压力水平分析
物流对变化感兴趣,卡车制造商正在投资卡车队列等解决方案。这个系统带来了好处(燃油消耗、安全性、交通效率)。本文分析了卡车队列行驶中驾驶员的心理生理状态。考虑LF/HF(低频/高频)参数的峰值,因为它们与不适的感觉有关。这些现象的出现可能表明驾驶员的心理生理状态是否受到队列中不同驾驶阶段的影响。基于商用智能手表的使用,定义了一种监测和处理HRV(心率变异性)生理参数和LF/HF比值的方法。作为欧洲项目C-Roads的一部分,一项实验活动允许收集驾驶员的生理参数和车辆排的数据。总体而言,两个数据集之间的相关性表明,驾驶员不受排驾驶的负面影响。与领头司机相比,跟随司机的监测显示出更高的压力水平。在85%的病例中,LF/HF参数的峰值(即高水平的压力)与预期会有压力的准时情况有关。提出了该方法的进一步应用,如研究C-ITS对驾驶员的影响。
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