Dictionary Learning via a Mixed Noise Model for Sparse Representation Classification of Rolling Bearings

Rotating machinery contains a great number of rolling bearings, which play an indispensable role. However, bearing vibration signals in complex environments are often mixed with various noises, which makes it difficult to extract fault characteristics from original signals. It is still challenging t...

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Bibliographic Details
Main Authors: Jialing Zhang, Jimei Wu, Bingbing Hu
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9268095/