Position synchronization for track geometry inspection data via big-data fusion and incremental learning

•This paper deals with the problem of position synchronization for track inspection data.•A quantitative assessment of relative position error and channel offset is achieved.•IL-Algorithm is developed to fuse and synchronize the inspection data with multiple channels.•A case study is carried out bas...

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Bibliographic Details

Published in:	Transportation research. Part C, Emerging technologies Vol. 93; pp. 544 - 565
Main Authors:	Wang, Yuan, Wang, Ping, Wang, Xin, Liu, Xiang
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.08.2018
Subjects:	Big data Incremental learning Information fusion Position synchronization Railway Track geometry inspection Position synchronization Railway Incremental learning Big data Track geometry inspection Information fusion
ISSN:	0968-090X, 1879-2359
Online Access:	Get full text
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