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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Kuan-Wen Chen Hsin-Mu Tsai Chih-Hung Hsieh Shou-De Lin Chieh-Chih Wang Shao-Wen Yang Shao-Yi Chien Chia-Han Lee Yu-Chi Su Chun-Ting Chou Yuh-Jye Lee Hsing-Kuo Pao Ruey-Shan Guo Chung-Jen Chen Ming-Hsuan Yang Bing-Yu Chen Yi-Ping Hung |
| Copyright Year | 2014 |
| Description | Author affiliation: Intel-NTU Connected Context Comput. Center, Nat. Taiwan Univ., Taipei, Taiwan (Kuan-Wen Chen; Hsin-Mu Tsai; Chih-Hung Hsieh; Shou-De Lin; Chieh-Chih Wang; Shao-Wen Yang; Shao-Yi Chien; Chia-Han Lee; Yu-Chi Su; Chun-Ting Chou; Yuh-Jye Lee; Hsing-Kuo Pao; Ruey-Shan Guo; Chung-Jen Chen; Ming-Hsuan Yang; Bing-Yu Chen; Yi-Ping Hung) |
| Abstract | In this paper, we propose a framework to develop an M2M-based (machine-to-machine) proactive driver assistance system. Unlike traditional approaches, we take the benefits of M2M in intelligent transportation system (ITS): 1) expansion of sensor coverage, 2) increase of time allowed to react, and 3) mediation of bidding for right of way, to help driver avoiding potential traffic accidents. To develop such a system, we divide it into three main parts: 1) driver behavior modeling and prediction, which collects grand driving data to learn and predict the future behaviors of drivers; 2) M2M-based neighbor map building, which includes sensing, communication, and fusion technologies to build a neighbor map, where neighbor map mentions the locations of all neighboring vehicles; 3) design of passive information visualization and proactive warning mechanism, which researches on how to provide user-needed information and warning signals to drivers without interfering their driving activities. |
| Sponsorship | IEEE Commun. Soc. |
| Starting Page | 235 |
| Ending Page | 240 |
| File Size | 1127442 |
| Page Count | 6 |
| File Format | |
| ISBN | 9781479934591 |
| DOI | 10.1109/WF-IoT.2014.6803165 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2014-03-06 |
| Publisher Place | South Korea |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Driver assistance system Visualization Intelligent transportation system Internet-of-things Motorcycles Cameras Connected vehicle Trajectory Safety Mirrors |
| Content Type | Text |
| Resource Type | Article |
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