Description of complex time series by multipoles

M. Lewkowicz, J. Levitan, N. Puzanov, N. Shnerb, K. Saermark

Research output: Contribution to journalArticlepeer-review

11 Scopus citations

Abstract

We present a new method to describe time series with a highly complex time evolution. The time series is projected onto a two-dimensional phase-space plot which is quantified in terms of a multipole expansion where every data point is assigned a unit mass. The multipoles provide an efficient characterization of the original time series.

Original languageEnglish
Pages (from-to)260-274
Number of pages15
JournalPhysica A: Statistical Mechanics and its Applications
Volume311
Issue number1-2
DOIs
StatePublished - 1 Aug 2002

Keywords

  • Heart rate variability
  • Non-stationary time series
  • Time series analysis

Fingerprint

Dive into the research topics of 'Description of complex time series by multipoles'. Together they form a unique fingerprint.

Cite this