Weighted Window Sliding Multivariate Empirical Mode Decomposition for Online Multichannel Filtering

Affected by nonlinear and non-stationary problems, classical linear analysis approaches may fail in analyzing real-world signals, such as the biomedical data. As a fully data-driven and unsupervised signal analysis algorithm, the empirical mode decomposition (EMD) has been developed and applied wide...

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Bibliographic Details
Main Authors: Songbing Tao, Nan Li, Shanbi Wei, Yi Chai
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8419691/