AN EFFICIENT METHOD FOR CORRECTION OF ECTOPIC BEATS IN R-R INTERVALS


Colak O. H.

FLUCTUATION AND NOISE LETTERS, vol.8, no.3-4, 2008 (SCI-Expanded) identifier identifier

  • Publication Type: Article / Article
  • Volume: 8 Issue: 3-4
  • Publication Date: 2008
  • Doi Number: 10.1142/s0219477508005112
  • Journal Name: FLUCTUATION AND NOISE LETTERS
  • Journal Indexes: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Keywords: Heart Rate Variability (HRV), ectopic beats, PCA
  • Akdeniz University Affiliated: Yes

Abstract

This study presents an efficient method based on principal component analysis (PCA) to remove ectopic beats in R-R intervals. The method is focused on variation of slopes at each time steps and reconstruction of new time values using initial eigenvectors and new slope values. Obtained results and LF (low frequency) and HF (high frequency) energy distributions were compared with outputs of integral pulse frequency modulation (IPFM) method and sliding window average filter (SWAF).