A distance-based dynamical transition analysis of time series signals and application to biological systems


ALAGÖZ S. , ALAGÖZ B. B.

JOURNAL OF BIOLOGICAL PHYSICS, cilt.38, ss.293-303, 2012 (SCI İndekslerine Giren Dergi) identifier identifier identifier

  • Cilt numarası: 38 Konu: 2
  • Basım Tarihi: 2012
  • Doi Numarası: 10.1007/s10867-011-9248-2
  • Dergi Adı: JOURNAL OF BIOLOGICAL PHYSICS
  • Sayfa Sayıları: ss.293-303

Özet

This study demonstrates an application of distance-based numerical measures to the phase space of time series signals, in order to obtain a temporal analysis of complex dynamical systems. This method is capable of detecting alterations appearing in the characters of the deterministic dynamical systems and provides a simple tool for the real-time analysis of time series data obtained from a complex dynamical system even with black box functionality. The study presents a possible application of the method in the dynamical transition analysis of real EEG records from epilepsy patients.