Machine state classification of electric track circuit by means of logistic regression

Machine state classification of electric track circuit by means of logistic regression

Electric track circuits are widely used on railways as sensors providing position of a train and information about physical integrity of rails. A modern railway monitoring system is required to have automatic data analysis capabilities. For a track circuit this functionality can be implemented a...

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Bibliographic Details
Main Authors: D. V. Borisenko, I. V. Prisukhina, S. A. Lunev
Format: Article
Language:English
Published: Omsk State Technical University, Federal State Autonoumos Educational Institution of Higher Education 2018-09-01
Series:Омский научный вестник
Subjects:
railway signaling
electric track circuit
machine learning
classification
logistic regression
Online Access:https://www.omgtu.ru/general_information/media_omgtu/journal_of_omsk_research_journal/files/arhiv/2018/4%20(160)/67-72%20%D0%91%D0%BE%D1%80%D0%B8%D1%81%D0%B5%D0%BD%D0%BA%D0%BE%20%D0%94.%20%D0%92.,%20%D0%9F%D1%80%D0%B8%D1%81%D1%83%D1%85%D0%B8%D0%BD%D0%B0%20%D0%98.%20%D0%92.,%20%D0%9B%D1%83%D0%BD%D1%91%D0%B2%20%D0%A1.%20%D0%90..pdf
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