Hierarchical Order Statistics Filtering for Fast Bi-Dimensional Empirical Mode Decomposition


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Semiz S., ÇELEBİ A. , URHAN O.

ETRI JOURNAL, vol.38, no.4, pp.695-702, 2016 (Journal Indexed in SCI) identifier identifier

  • Publication Type: Article / Article
  • Volume: 38 Issue: 4
  • Publication Date: 2016
  • Doi Number: 10.4218/etrij.16.0114.1330
  • Title of Journal : ETRI JOURNAL
  • Page Numbers: pp.695-702

Abstract

A hierarchical approach for fast bi-dimensional empirical mode decomposition (B-EMD) is proposed. The presented approach utilizes an efficient window size determination scheme that enables the multi-level computation of the order statistics filter (OSF). Our detailed experiments show that the proposed OSF computation approach allows a significantly faster computation of an EMD without degrading the decomposition accuracy.