Detection of hazardous driving behavior using fuzzy logic

Conference proceedings article

Authors/Editors

POJ TANGAMCHIT

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Publication Details

Author list: Imkamon T., Saensom P., Tangamchit P., Pongpaibool P.

Publisher: Hindawi

Publication year: 2008

Volume number: 2

Start page: 657

End page: 660

Number of pages: 4

ISBN: 1424421012; 9781424421015

ISSN: 0146-9428

eISSN: 1745-4557

URL: https://www.scopus.com/inward/record.uri?eid=2-s2.0-52949142396&doi=10.1109%2fECTICON.2008.4600519&partnerID=40&md5=cf7d2202057fff9603c59e9e05a4baa2

Languages: English-Great Britain (EN-GB)

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Abstract

We propose a system that can record driving events and detect unsafe driving behaviors. Three sensors, an Engine Control Unit (ECU) reader, a 3-axis accelerometer, and a camera are used, in which they represent the car, the passenger, and the driver's perspective. Our system combines data from these three sensors with a fuzzy inference system to identify an event of hazardous driving. The output of the system is the driving risk level ranging from 1 to 3, where 1 is the safest. The output of the system was verified by comparison with a questionnaire from three passengers in a test run experiment. ฉ 2008 IEEE.

Keywords