Smartphone-Based Vehicle Telematics: A Ten-Year Anniversary

被引:120
|
作者
Wahlstrom, Johan [1 ]
Skog, Isaac [1 ]
Handel, Peter [1 ]
机构
[1] KTH Royal Inst Technol, Dept Informat Sci & Engn, ACCESS Linnaeus Ctr, S-11428 Stockholm, Sweden
关键词
Smartphones; Internet of Things; telematics; vehicle navigation; usage-based-insurance; driver classification; OF-THE-ART; INERTIAL SENSORS; DRIVING BEHAVIOR; SAFETY; ROAD; GPS; SYSTEM; INFORMATION; PERFORMANCE; ACCURACY;
D O I
10.1109/TITS.2017.2680468
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Just as it has irrevocably reshaped social life, the fast growth of smartphone ownership is now beginning to revolutionize the driving experience and change how we think about automotive insurance, vehicle safety systems, and traffic research. This paper summarizes the first ten years of research in smartphone-based vehicle telematics, with a focus on user-friendly implementations and the challenges that arise due to the mobility of the smartphone. Notable academic and industrial projects are reviewed, and system aspects related to sensors, energy consumption, and human-machine interfaces are examined. Moreover, we highlight the differences between traditional and smartphone-based automotive navigation, and survey the state of the art in smartphone-based transportation mode classification, vehicular ad hoc networks, cloud computing, driver classification, and road condition monitoring. Future advances are expected to be driven by improvements in sensor technology, evidence of the societal benefits of current implementations, and the establishment of industry standards for sensor fusion and driver assessment.
引用
收藏
页码:2802 / 2825
页数:24
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