A novel dictionary learning approach based on blind source separation basis and its application

The early recognition of wheel wear is an important task to the safe and efficient operation of a railway network. This article presents a new dictionary learning approach for wheel condition monitoring based on an adaptive parametric algorithm of blind source separation and extending K-means and si...

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Bibliographic Details
Main Authors: Jie Zhang, Shiyun Li
Format: Article
Language:English
Published: SAGE Publishing 2017-06-01
Series:Advances in Mechanical Engineering
Online Access:https://doi.org/10.1177/1687814017703008