Design and validation of a low-cost vehicle driver monitoring device

IF 7.9 1区 工程技术 Q1 ENGINEERING, MECHANICAL
María Garrosa , Marco Ceccarelli , Susana Sanz Sánchez , Matteo Russo
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引用次数: 0

Abstract

This paper presents the design and experimental validation of a novel low-cost, wearable device for continuous monitoring of the motion and physiological state of vehicle drivers. The system strategically integrates Inertial Measurement Units (IMUs) on the driver’s head, neck, and torso to accurately capture body dynamics while driving. It also incorporates physiological sensors to capture electrocardiography (ECG) and body temperature signals, providing objective indicators of the driver’s physical and emotional state. The device’s architecture enables real-time data processing, which is essential for early detection of risky behaviors such as distracted or aggressive driving. Validation of the device was conducted through an experimental protocol in a controlled urban driving environment, evaluating common maneuvers such as straight-line driving, braking, roundabouts, and lane changes. The results obtained demonstrate the feasibility of the device to characterize significant changes in posture and physiological parameters, demonstrating its potential application as a low-cost tool for driver monitoring in Advanced Driver Assistance Systems (ADAS), accident prevention campaigns, and epidemiological studies of driving behavior.
一种低成本车辆驾驶员监控装置的设计与验证
本文介绍了一种新型的低成本、可穿戴设备的设计和实验验证,用于连续监测车辆驾驶员的运动和生理状态。该系统战略性地将惯性测量单元(imu)集成在驾驶员的头部、颈部和躯干上,以准确捕捉驾驶时的身体动态。它还结合了生理传感器来捕捉心电图(ECG)和体温信号,为驾驶员的身体和情绪状态提供客观指标。该设备的架构支持实时数据处理,这对于早期发现分心或攻击性驾驶等危险行为至关重要。在受控的城市驾驶环境中,通过一项实验协议对该装置进行了验证,评估了直线驾驶、制动、环形交叉和变道等常见操作。研究结果表明,该装置可用于描述姿态和生理参数的显著变化,并有望作为一种低成本工具应用于高级驾驶辅助系统(ADAS)、事故预防活动和驾驶行为流行病学研究中。
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来源期刊
Mechanical Systems and Signal Processing
Mechanical Systems and Signal Processing 工程技术-工程:机械
CiteScore
14.80
自引率
13.10%
发文量
1183
审稿时长
5.4 months
期刊介绍: Journal Name: Mechanical Systems and Signal Processing (MSSP) Interdisciplinary Focus: Mechanical, Aerospace, and Civil Engineering Purpose:Reporting scientific advancements of the highest quality Arising from new techniques in sensing, instrumentation, signal processing, modelling, and control of dynamic systems
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