The model of recognition of driving styles and classification of traffic interaction strategies
Author(s) -
S.B. Efremov
Publication year - 2017
Publication title -
social psychology and society
Language(s) - English
Resource type - Journals
ISSN - 2221-1527
DOI - 10.17759/sps.2017080409
Subject(s) - computer science , artificial neural network , transport engineering , artificial intelligence , machine learning , engineering
In this paper, we propose the grounds for constructing a neural network model for recognizing the driving styles with the aim of classifying the types interaction strategies of drivers in road traffic. The purpose of this article is that the possible future design of systems for recognizing the driving styles based on the neural network. Our system is able to identify and classify strategies for interaction of drivers in traffic conditions, as well as to allocate traffic interaction strategies that can be correlated with “types of dangerous driving”.
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