Quasioptimal smoothing as a tool for the analysis of complex semistructured dynamic processes

N. D. Pankratova, T. V. Podladchikova, D. G. Strelkov

Research output: Contribution to journalArticlepeer-review

Abstract

The paper proposes a procedure for quasioptimal smoothing of measurement data based on the exponential mean and a technique for determining a potentially achievable accuracy of quasioptimal smoothing. The technique is applied to smooth arterial pressure data, which allows revealing steady and significant pattern of the process.

Original languageEnglish
Pages (from-to)916-923
Number of pages8
JournalCybernetics and Systems Analysis
Volume45
Issue number6
DOIs
Publication statusPublished - Nov 2009
Externally publishedYes

Keywords

  • Extrapolation
  • Filtration
  • Method of exponential mean
  • Model of random walk
  • Smoothing
  • Smoothing constant

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