Time-Frequency-Autoregressive-Moving-Average Modeling
(Sprache: Englisch)
This book introduces time-frequency-autoregressive-moving-average (TFARMA) models for underspread nonstationary stochastic processes. TFARMA models are parsimonious as well as physically intuitive and meaningful because they are formulated in terms of time...
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This book introduces time-frequency-autoregressive-moving-average (TFARMA) models for underspread nonstationary stochastic processes. TFARMA models are parsimonious as well as physically intuitive and meaningful because they are formulated in terms of time shifts (delays) and Doppler frequency shifts. They are a subclass of the well-known time-varying ARMA models with basis function expansion where the basis function set is given by the complex exponentials. The resulting mathematical structure allows for efficient estimation algorithms.
Klappentext zu „Time-Frequency-Autoregressive-Moving-Average Modeling “
This book introduces time-frequency-autoregressive-moving-average (TFARMA) models for underspread nonstationary stochastic processes. TFARMA models are parsimonious as well as physically intuitive and meaningful because they are formulated in terms of time shifts (delays) and Doppler frequency shifts. They are a subclass of the well-known time-varying ARMA models with basis function expansion where the basis function set is given by the complex exponentials. The resulting mathematical structure allows for efficient estimation algorithms.
Autoren-Porträt von Michael Jachan
Michael Jachan received the MSC and PhD degrees in electrical engineering in 2001 and 2006 from Vienna University of Technology. Currently he is working at Freiburg University on signal processing for neurology. His technical interests are in estimation theory, multivariate signal analysis, and epileptic seizure prediction.
Bibliographische Angaben
- Autor: Michael Jachan
- 2008, 168 Seiten, Maße: 17 x 24 cm, Kartoniert (TB), Englisch
- Verlag: VDM Verlag Dr. Müller
- ISBN-10: 3836465329
- ISBN-13: 9783836465328
Sprache:
Englisch
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