Presentation 2021-03-05
Position estimation method for a bicycle to reduce accidents between a bicycle and autonomous driving vehicle by linking multiple cameras using CPS
Ryosuke Shirai, Goki Yamamoto, Masaki Murakami, Satoru Okamoto, Naoaki Yamanaka,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English) The number of deaths and injuries while riding bicycles has become a problem in Japan, and most of these accidents are caused by collisions with autonomous driving vehicles (ADV) at intersections with poor visibility. Therefore, there are concerns about accidents in the future when ADV become widespread. So, research has been conducted to estimate the position of a bicycle using a single camera installed at intersections to determine collisions with ADV. However, the conventional method does not take acceleration into account to estimate the position, and errors in the estimated position have been a problem. In this paper, we propose a method to estimate the position of a bicycle based on past bicycle information by linking multiple cameras using Cyber-Physical System (CPS), and confirmed an improvement of 36.4 points in the error range of 0.0 m to 2.0 m.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Autonomous Driving / Cyber-Physical System / Position Estimation / Collision Estimation
Paper # IN2020-73
Date of Issue 2021-02-25 (IN)

Conference Information
Committee IN / NS
Conference Date 2021/3/4(2days)
Place (in Japanese) (See Japanese page)
Place (in English) Online
Topics (in Japanese) (See Japanese page)
Topics (in English) General
Chair Kenji Ishida(Hiroshima City Univ.) / Akihiro Nakao(Univ. of Tokyo)
Vice Chair Kunio Hato(Internet Multifeed) / Tetsuya Oishi(NTT)
Secretary Kunio Hato(Hiroshima City Univ.) / Tetsuya Oishi(KDDI Research)
Assistant / Shinya Kawano(NTT)

Paper Information
Registration To Technical Committee on Information Networks / Technical Committee on Network Systems
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Position estimation method for a bicycle to reduce accidents between a bicycle and autonomous driving vehicle by linking multiple cameras using CPS
Sub Title (in English)
Keyword(1) Autonomous Driving
Keyword(2) Cyber-Physical System
Keyword(3) Position Estimation
Keyword(4) Collision Estimation
1st Author's Name Ryosuke Shirai
1st Author's Affiliation Keio University(Keio Univ.)
2nd Author's Name Goki Yamamoto
2nd Author's Affiliation Keio University(Keio Univ.)
3rd Author's Name Masaki Murakami
3rd Author's Affiliation Keio University(Keio Univ.)
4th Author's Name Satoru Okamoto
4th Author's Affiliation Keio University(Keio Univ.)
5th Author's Name Naoaki Yamanaka
5th Author's Affiliation Keio University(Keio Univ.)
Date 2021-03-05
Paper # IN2020-73
Volume (vol) vol.120
Number (no) IN-414
Page pp.pp.114-119(IN),
#Pages 6
Date of Issue 2021-02-25 (IN)