| 书目名称 | Sensing Vehicle Conditions for Detecting Driving Behaviors | | 编辑 | Jiadi Yu,Yingying Chen,Xiangyu Xu | | 视频video | | | 概述 | The book gives strong motivation for applying smartphone sensing technology in sensing vehicle dynamics and driving behaviors, which provides readers new direction for improving driving safety and con | | 丛书名称 | SpringerBriefs in Electrical and Computer Engineering | | 图书封面 |  | | 描述 | .This SpringerBrief begins by introducing the concept of smartphone sensing and summarizing the main tasks of applying smartphone sensing in vehicles. Chapter 2 describes the vehicle dynamics sensing model that exploits the raw data of motion sensors (i.e., accelerometer and gyroscope) to give the dynamic of vehicles, including stopping, turning, changing lanes, driving on uneven road, etc. Chapter 3 detects the abnormal driving behaviors based on sensing vehicle dynamics. Specifically, this brief proposes a machine learning-based fine-grained abnormal driving behavior detection and identification system, D3, to perform real-time high-accurate abnormal driving behaviors monitoring using the built-in motion sensors in smartphones..As more vehicles taking part in the transportation system in recent years, driving or taking vehicles have become an inseparable part of our daily life. However, increasing vehicles on the roads bring more traffic issues including crashes and congestions, which make it necessary to sense vehicle dynamics and detect driving behaviors for drivers. For example, sensing lane information of vehicles in real time can be assisted with the navigators to avoid unn | | 出版日期 | Book 2018 | | 关键词 | vehicle dynamics; driving behaviors; smartphone sensing; motion sensors; acoustic signals; Abnormal Drivi | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-319-89770-7 | | isbn_softcover | 978-3-319-89769-1 | | isbn_ebook | 978-3-319-89770-7Series ISSN 2191-8112 Series E-ISSN 2191-8120 | | issn_series | 2191-8112 | | copyright | The Author(s), under exclusive licence to Springer International Publishing AG, part of Springer Nat |
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发表于 2025-3-21 16:51:20
