DRIVING PATTERN MANAGEMENT SERVER FOR AUTONOMOUS VEHICLES AND DRIVING PATTERN CLASSIFYING METHOD THEREOF

摘要

A driving pattern management server for receiving driving data provided from an autonomous driving vehicle running on a road according to an embodiment of the present invention includes a communication unit receiving the driving data transmitted from the autonomous driving vehicle, the received driving data, and the A storage unit for storing infrastructure information of a road, and a control unit for deriving the accumulated driving data as a driving pattern for each road section through machine learning, and analyzing the driving pattern in connection with the infrastructure information of the road, wherein the control unit Is, controlling the communication unit and the storage unit to accumulate the driving data in the storage unit for a specific period, classifying the accumulated driving data by section of the road, and converting the classified driving data into data in a form suitable for machine learning. It consists of three, and is clustered using a self-organizing map (SOM) algorithm and K-means++ algorithm for the data set to derive a driving pattern, and the driving pattern and the road infrastructure information are linked to the autonomous vehicle. Analyze the driving characteristics of each section of the road.