Abstract:
:Dynamic methods in the spectral domain are necessary to analyse biological signals because of the frequently nonstationary character of the signals. The paper presents an adaptive procedure of fitting time-dependent ARMA models to nonstationary signals, which is suitable for on-line calculations. The properties of the model parameter estimations are examined, and in the stationary case are compared with the results of convergent estimation methods. On this basis time-varying spectral parameters with high temporal and spectral resolution are calculated, and the possibility of their application is shown in EEG analysis and laser-Doppler-flowmetry.
journal_name
Med Biol Eng Computjournal_title
Medical & biological engineering & computingauthors
Schack B,Bareshova E,Grieszbach G,Witte Hdoi
10.1007/BF02510536subject
Has Abstractpub_date
1995-05-01 00:00:00pages
492-8issue
3 Spec Noeissn
0140-0118issn
1741-0444journal_volume
33pub_type
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