The present invention relates to a system and a method for multi-channel vehicle communication based on machine learning. According to the present invention, the system comprises: a service server which comprises a database storing vehicle collecting data collected from vehicles, a model generating unit making a neural network model learn the vehicle collecting data stored in the database as learning data to generate a vehicle communication channel selection model, and a model providing unit providing the generated vehicle communication channel selection model to a vehicle; and the vehicle which contains a vehicle communication control unit selecting one or more in multi communication channels provided in the vehicle according to a vehicle driving environment and a communication environment to control a vehicle communication by using the vehicle communication channel selection model provided from the service server. According to the present invention, the present invention can support to select an optimum communication channel proper for receiving information necessary for a vehicle driving support while driving a vehicle and to perform the vehicle communication.

    본 발명은 머신러닝 기반 멀티채널 차량 통신 시스템 및 방법에 관한 것으로, 본 발명에 따른 시스템은 차량에서 수집되는 차량 수집 데이터를 저장하는 데이터베이스, 데이터베이스에 저장된 차량 수집 데이터를 학습 데이터로 신경망 모델을 학습시켜 차량 통신 채널 선택 모델을 생성하는 모델 생성부, 그리고 생성된 차량 통신 채널 선택 모델을 차량에 제공하는 모델 제공부를 포함하는 서비스 서버를 포함한다. 그리고 서비스 서버로부터 제공되는 차량 통신 채널 선택 모델을 이용하여, 차량 주행환경 및 통신환경에 따라 차량에 구비된 멀티 통신 채널 중에서 하나 이상을 선택하여 차량 통신을 하도록 제어하는 차량 통신 제어부를 포함하는 차량을 포함한다. 본 발명에 의하면 차량 주행 상황에서 차량 주행 지원에 필요한 정보 수신에 적합한 최적의 통신 채널을 선택하여 차량 통신을 하도록 지원할 수 있다.


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    Title :

    Multichannel Vehicle Communication System and Method based on Machine Learning


    Additional title:

    머신러닝 기반 멀티채널 차량 통신 시스템 및 방법


    Contributors:
    JUN YONG JOO (author) / KIM KANG HWA (author) / KIM SEUNG HYUN (author) / PARK EUN JI (author) / SEO BONG GI (author) / SHIN YEONG HO (author) / LEE MIN WOO (author)

    Publication date :

    2019-12-31


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Korean


    Classification :

    IPC:    G05D SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES , Systeme zum Steuern oder Regeln nichtelektrischer veränderlicher Größen / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS



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