智能手机在驾驶人行为检测的应用研究及
发展趋势分析

doi:10.16638/j.cnki.1671-7988.2025.008.030

摘要/Abstract

摘要： 现有智能手机所搭载的传感器能够满足对驾驶人行为的检测与提醒，近年来已有仅使用智能手机来实现异常驾驶员行为检测的研究成果。为进一步推进驾驶人行为检测技术的发展，推动检测设备平民化，普及化，文章从传感器利用方案和检测算法角度入手简单对基于智能手机的驾驶人行为检测方法进行了分类，总结并提出了手机检测系统在危险提示和检测过程中需要注意的潜在问题。提出了该技术在结合路径导航和规划系统后的可能前景，并提出了数据隐私保护和检测精度等问题需要进一步研究的建议。基于智能手机的驾驶员行为检测与分析技术具有很高的准确性和可靠性，在未来将会有更广泛的应用前景。

关键词: 智能手机；驾驶人；行为检测；行为模型

Abstract: Recent research has demonstrated the feasibility of detecting abnormal driver behavior using only a smartphone, leveraging the sensors embedded in modern devices. To further advance driver behavior detection technologies and promote the democratization and widespread use of such systems, this paper classifies smartphone-based driver behavior detection methods from the perspectives of sensor solutions and detection algorithms. It summarizes and highlights potential issues that need attention during the process of hazard warning and detection. Moreover, it discusses the potential future of integrating this technology with path navigation and planning systems, while also suggesting that issues related to data privacy protection and detection accuracy require further research. Smartphone-based driver behavior detection and analysis technologies exhibit high accuracy and reliability, and are expected to have broader applications in the future.

Key words: smartphones; driver; behavioral testing; behavior model

李旭冉. 智能手机在驾驶人行为检测的应用研究及发展趋势分析[J]. 汽车实用技术, 2025, 50(8): 154-159.

LI Xuran. Analysis of Application Research and Development Trends of Smartphones in Driver Behavior Detection[J]. Automobile Applied Technology, 2025, 50(8): 154-159.

参考文献

[ 1 ] CASTIGNANI G,FRANK R,ENGEL T.Driver Behavior Profiling Using Smartphones[C]//Intelligent Transportation Systems (ITSC),2013 16th International IEEE Conference.Piscataway:IEEE,2013:552-557. [ 2 ] 中华人民共和国公安部.中华人民共和国道路交通事故统计年报[R].北京:中华人民共和国公安部, 2023. [ 3 ] 张凤,李永娟,蒋丽.驾驶行为理论模型研究概述[J]. 中国安全科学学报,2010,20(2):23-28. [ 4 ] KAPLAN S,GUVENSAN M A,YAVUZ A G,et al. Driver Behavior Analysis for Safe Driving:A Survey [J].IEEE Transactions on Intelligent Transportation Systems,2015,16(6):3017-3032. [ 5 ] HU J,LI X,HE X,et al.Abnormal Driving Detection Based on Normalized Driving Behavior[J].IEEE Transactions on Vehicular Technology,2017:6645-6652. [ 6 ] 周后飞,刘华平,石红星.智能手机车辆异常驾驶行为检测方法[J].智能系统学报,2016,11(3):410-417. [ 7 ] PAPATHEOCHAROUS E,KAISER C,MOSER J,et al. Monitoring Distracted Driving Behaviours with Smartphones:An Extended Systematic Literature Review [J].Sensors,2023,23(17):7505-7544. [ 8 ] HIGGS B,ABBAS M.Segmentation and Clustering of Car-Following Behavior:Recognition of Driving Patterns[J].IEEE Transactions on Intelligent Transportation Systems,2015,16(1):81-90. [ 9 ] KASHEVNIK A,LASHKOV I,GURTOV A.Methodology and Mobile Application for Driver Behavior Analysis and Accident Prevention[J].IEEE Transactions on Intelligent Transportation Systems,2020,21 (6):2427-2436. [10] WU M,SHENG Z,DONG Y.A Novel Model-Based Driving Behavior Recognition System Using Motion Sensors[J].Sensors(Basel,Switzerland),2016,16(10): 1746-1769. [11] HONG J H,MARGINES B,DEY A K.A Smartphonebased Sensing Platform to Model Aggressive Driving Behaviors[J].ACM,2014:4047-4056. [12] 马万良.基于智能手机的纯电动公交乘坐舒适性分析[J].汽车实用技术,2022,47(21):1-6. [13] LEE B G,CHUNG W Y.A Smartphone-Based Driver Safety Monitoring System Using Data Fusion[J].Sensors (Basel,Switzerland),2012,12(12):17537-17552. [14] CHEN Z,YU J,ZHU Y,et al.D3:Abnormal Driving Behaviors Detection and Identification Using Smartphone Sensors[C]//12th Annual IEEE International Conference on Sensing, Communication,and Networking-Workshops(SECON Workshops).Piscataway:IEEE, 2015:524-532. [15] CHAN T K,CHIN C S,CHEN H,et al.A Comprehensive Review of Driver Behavior Analysis Utilizing Smartphones[J].IEEE Transactions on Intelligent Transportation Systems,2020,21(10):4444-4475. [16] DASGUPTA A,RAHMAN D,ROUTRAY A.A Smartphone-Based Drowsiness Detection and Warning System for Automotive Drivers[J].IEEE Transactions on Intelligent Transportation Systems,2018:1-10. [17] 钟勇,范周慧,曹龙龙,等.一种基于手机的安全驾驶辅助警示检测系统[J].科技与创新,2024(3):58-60. [18] XIE Y,LI F,WU Y,et al.D3-Guard:Acoustic-based Drowsy Driving Detection Using Smartphones[J].IEEE Conference on Computer Communications(IEEE INFOCOM),2019:1225-1233. [19] 何子钦,贾长建,朱辉,等.智能手机使用行为对驾驶可靠性影响分析[J].汽车实用技术,2021,46(17):215-217. [20] 陈涛,陈燕芹,邓刚,等.驾驶人行为模型的研究综述 [J].长安大学学报(自然科学版),2016,36(2):80-90. [21] MICHON J A.A Critical View of Driver Behavior Model[J].Human Behavior & Traffic Safety,1985(6): 485-524. [22] FULLER R.A Conceptualization of Driving Behavior as Threat Avoidance[J].Ergonomics,1984,27(11):1139- 1155. [23] AJZEN I.The Theory of Planned Behavior[J].Organizational Behavior and Human Decision Processes, 1991,50(2)179-211. [24] WICKENS C D.Multiple Resources and Performance Prediction[J].Theoretical Issues in Ergonomics Science,2002,3(2):159-177. [25] WICKENS C D.Multiple Resources and Mental Workload[J].Human Factor,2008,50(3):449-455. [26] SHINAR D.Traffic Safety and Human Behavior[M]. Oxford:Elsevier Science Ltd,2007.