본 발명은 컴퓨터에 의해 수행되는 딥러닝 기반의 노면 상태 모니터링 시스템으로서, 차량 주행시 노면에서 발생되는 진동 정보를 측정하는 복수의 개별 관측부(100); 측정된 진동 정보를 통해, 각 개별 관측부(100) 별로 특성값을 연산하는 개별 연산부(200); 및 상기 각 특성값을 통합 및 선택한 후, 선택된 특성값을 딥러닝으로 학습시켜 노면의 비정상 정도를 산출하는 군집 연산부(300)를 포함하는 것을 특징으로 하는 딥러닝 기반의 노면 상태 모니터링 시스템이다.


    Access

    Download


    Export, share and cite



    Title :

    Deep Learning-based Road Condition Monitoring System and Method


    Additional title:

    딥러닝 기반의 노면 상태 모니터링 시스템 및 모니터링 방법


    Publication date :

    2023-09-01


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Korean


    Classification :

    IPC:    E01C Bau von Straßen, Sportplätzen oder dgl., Decken dafür , CONSTRUCTION OF, OR SURFACES FOR, ROADS, SPORTS GROUNDS, OR THE LIKE / G01H MEASUREMENT OF MECHANICAL VIBRATIONS OR ULTRASONIC, SONIC OR INFRASONIC WAVES , Messen von mechanischen Schwingungen oder Ultraschall-, Schall- oder Infraschallwellen / G01P MEASURING LINEAR OR ANGULAR SPEED, ACCELERATION, DECELERATION OR SHOCK , Messen der Linear- oder Winkelgeschwindigkeit, der Beschleunigung, der Verzögerung oder des Stoßes / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS



    DEEP LEARNING BASED ROAD CONDITION MONITORING SYSTEM

    A H SRINIVASA / SIDDAIAH SIDDARAJU / BASAVARAJU T G et al. | European Patent Office | 2021

    Free access

    Deep Learning-based Road Condition Monitoring System and Method

    LIM YUN MOOK / KIM DAE EUN / LEE CHANG MIN et al. | European Patent Office | 2023

    Free access

    Road Traffic Condition Monitoring using Deep Learning

    SASI PRIYA, S. / S, RAJARAJESHWARI. / K, SOWMIYA. et al. | IEEE | 2020


    Deep learning-based extended road condition detection method

    XIE LUFENG / RUAN YI / HE PIYUAN et al. | European Patent Office | 2024

    Free access

    ROAD CONDITION DEEP LEARNING MODEL

    ZHOU XIN / COOPER ROSHNI / JAMES MICHAEL | European Patent Office | 2024

    Free access