Presentation 2014-03-13
Road Information System to Share Obstacle Information among Cyclists
Yusuke TABATA, Yuta KAWACHI, Akira YAMAMOTO, Shohei ASADA, Shigeo KANEDA,
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Abstract(in English) Using common sensors, many studies have begun to measure the ambient environments and the traffic conditions of bicycles. However, because the type of obstruction remains unclear, existing systems fail to consider the changes of the surrounding environment due to the movement of obstacles. This paper proposes a new system for cyclists that shares information of the degree and the type of obstacles. Our proposed system can judge the type of obstacles (moving or stationary) and display the influence rate of each obstacle on a map. Since our proposed system detected obstacles with 71% accuracy. users can select comfortable, safe roads using its map.
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Keyword(in English) ITS / Bicycle / Sensor Network / Machine Learning / Data Mining
Paper # ITS2013-68
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Committee ITS
Conference Date 2014/3/6(1days)
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Paper Information
Registration To Intelligent Transport Systems Technology (ITS)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Road Information System to Share Obstacle Information among Cyclists
Sub Title (in English)
Keyword(1) ITS
Keyword(2) Bicycle
Keyword(3) Sensor Network
Keyword(4) Machine Learning
Keyword(5) Data Mining
1st Author's Name Yusuke TABATA
1st Author's Affiliation Graduate School of Science and Engineering, Doshisha University()
2nd Author's Name Yuta KAWACHI
2nd Author's Affiliation Graduate School of Science and Engineering, Doshisha University
3rd Author's Name Akira YAMAMOTO
3rd Author's Affiliation Faculty of Science and Engineering, Doshisha University
4th Author's Name Shohei ASADA
4th Author's Affiliation Faculty of Science and Engineering, Doshisha University
5th Author's Name Shigeo KANEDA
5th Author's Affiliation Faculty of Science and Engineering, Doshisha University
Date 2014-03-13
Paper # ITS2013-68
Volume (vol) vol.113
Number (no) 491
Page pp.pp.-
#Pages 6
Date of Issue