According to one embodiment of the present invention, a system for classifying a longitudinal driving habit of a driver comprises: a vehicle data analysis unit collecting and analyzing motion data of a vehicle where a driver boards; a machine learning unit performing unsupervised learning by using trend information of speed data calculated by the vehicle data analysis unit; a driving habit classification unit classifying a cluster calculated by a learning result in the machine learning unit for each driving habit; and a driving habit determination unit comparing the classified cluster with a driving habit of the driver.
본 발명의 일 실시예에 따른 운전자의 종방향 운전습관 분류 시스템은, 운전자가 탑승한 차량의 모션 데이터를 수집 및 분석하는 차량 데이터 분석부; 상기 차량 데이터 분석부에서 산출된 속도 데이터의 추세 정보를 이용하여 비지도학습을 수행하는 기계학습부; 상기 기계학습부에서 학습 결과로 산출되는 클러스터를 운전습관별로 분류하는 운전습관 분류부; 및 분류된 상기 클러스터와 운전자의 운전습관을 비교하는 운전습관 판단부;를 포함할 수 있다.
SYSTEM FOR CLASSIFICATION OF DRIVER'S LONGITUDINAL DRIVING BEHAVIOR
운전자의 종방향 운전습관 분류 시스템
2023-05-23
Patent
Electronic Resource
Korean
IPC: | B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen |
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