To provide an unsafe driving predicting device which can predict unsafe driving.SOLUTION: A driving predicting ECU 100 includes: a behavior-related data acquisition unit 101 for successively acquiring behavior-related data, in association with a vehicle position, that indicates at least one of a vehicle behavior and a travel environment; a symbol transition prediction unit 105 for predicting future behavior-related data on the vehicle from the behavior-related data up to the present time; a transition sequence generation unit 108 for generating a current symbol sequence that represents the transition of a plurality of behavior-related data and includes past behavior-related data and future behavior-related data; a symbol transition pattern acquisition unit 107 for acquiring an unsafe driving time behavior-related data transition sequence at a position corresponding to the current symbol sequence from an unsafe driving database in which unsafe driving time behavior-related data transition sequences are stored in association with positions; and a near-miss driving prediction unit 109 for determining unsafe driving probability on the basis of similarity of the current symbol sequence to the unsafe driving time behavior-related data transition sequences.SELECTED DRAWING: Figure 4

    【課題】不安全運転を予測することができる不安全運転予測装置を提供する。【解決手段】運転予測ECU100は、車両の挙動および走行環境の少なくとも一方を表す挙動関連データを、車両の位置に対応付けて逐次取得する挙動関連データ取得部101と、現時点までの挙動関連データから、車両の今後の挙動関連データを予測する記号遷移予測部105と、複数の挙動関連データの遷移を表す記号列であって、過去の挙動関連データと、今後の挙動関連データとを含む現在の記号列を生成する遷移列生成部108と、不安全運転時の挙動関連データ遷移列を位置に対応付けて記憶している不安全運転データベースから、現在の記号列に対応する位置の不安全運転時の挙動関連データ遷移列を取得する記号遷移パターン取得部107と、現在の記号列と不安全運転時の挙動関連データ遷移列との類似度に基づいて不安全運転確率を決定するヒヤリハット運転予測部109とを含む。【選択図】図4


    Access

    Download


    Export, share and cite



    Title :

    UNSAFE DRIVING PREDICTING DEVICE


    Additional title:

    不安全運転予測装置


    Contributors:
    MUTO KENJI (author)

    Publication date :

    2019-06-20


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Japanese


    Classification :

    IPC:    G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / B60R Fahrzeuge, Fahrzeugausstattung oder Fahrzeugteile, soweit nicht anderweitig vorgesehen , VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR



    Nearby Unsafe Driving Detection

    Ucar, Seyhan / Sisbot, E. Akin / Muralidharan, Haritha et al. | IEEE | 2023


    METHOD AND APPARATUS FOR PREDICTING UNSAFE APPROACH

    JEE DEOCK GU / KIM JI YEON / PARK NOH SAM | European Patent Office | 2022

    Free access

    Modeling safe and unsafe driving behaviour

    Verschuur, William L.G. | Online Contents | 2008


    APPARATUS AND METHOD FOR PREDICTING UNSAFE APPROACH

    European Patent Office | 2022

    Free access

    Modeling safe and unsafe driving behaviour

    Verschuur, William L.G. / Hurts, Karel | Elsevier | 2007