Driver distraction is a well-known cause for traffic collisions worldwide. Studies have indicated that shared steering control, which actively provides haptic guidance torque on the steering wheel, effectively improves the performance of distracted drivers. Recently, adaptive shared steering control based on the physiological status of the driver has been developed, although its effect on distracted driver behavior remains unclear. To this end, a high-fidelity driving simulator experiment was conducted involving 18 participants performing double lane changes. The experimental conditions comprised two driver states: attentive and distracted. Under each condition, evaluations were performed on three types of haptic guidance: none (manual), fixed authority, and adaptive authority based on feedback from the forearm surface electromyography of the driver. Evaluation results indicated that, for both attentive and distracted drivers, haptic guidance with adaptive authority yielded lower driver workload and reduced lane departure risk than manual driving and fixed authority. Moreover, there was a tendency for distracted drivers to reduce grip strength on the steering wheel to follow the haptic guidance with fixed authority, resulting in a relatively shorter double lane change duration.
翻译:研究显示,共享方向控制,积极为方向盘提供临时指导,有效地改善了分心驾驶员的性能。最近,根据驾驶员生理状况开发了适应性共用方向控制,尽管其对分散驾驶员行为的影响尚不清楚。为此,进行了一场高度不忠驾驶模拟器实验,有18名参与者进行了双车道变化。实验条件包括两个驱动器状态:注意和分心。在每一个条件下,根据三种随机性指导进行了评价:无(人工)、固定权威和根据司机前额表面电感学反馈的适应性权威。评价结果显示,对专注和分散驾驶员而言,适应性指导使驾驶员的工作量降低,而且比手动驾驶和固定权威降低了离开车道的风险。此外,偏心驾驶员倾向于减少驾驶轮的抓力,以便以固定权威遵循随机性指导,导致相对较短的双车道变化期。