Modeling, Estimation and Optimal Filtration in Signal Processing - Hardcover

Najim, Mohamed

 
9781848210226: Modeling, Estimation and Optimal Filtration in Signal Processing
Hardcover
ISBN 10: 1848210221 ISBN 13: 9781848210226
Verlag: ISTE Ltd and John Wiley & Sons Inc, 2008

Inhaltsangabe

The purpose of this book is to provide graduate students and practitioners with traditional methods and more recent results for model-based approaches in signal processing.
Firstly, discrete-time linear models such as AR, MA and ARMA models, their properties and their limitations are introduced. In addition, sinusoidal models are addressed.
Secondly, estimation approaches based on least squares methods and instrumental variable techniques are presented.
Finally, the book deals with optimal filters, i.e. Wiener and Kalman filtering, and adaptive filters such as the RLS, the LMS and their variants.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Über die Autorin bzw. den Autor

Mohamed Najim is Professor in signal processing at the ENSEIRB and Université Bordeaux I (France), where he leads the Signal and Image Processing group.
An IEEE Fellow, he has worked in adaptive control and in the field of 1D and n-D identification in signal and image processing.

Von der hinteren Coverseite

The purpose of this book is to provide graduate students and practitioners with traditional methods and more recent results for model-based approaches in signal processing.
Firstly, discrete-time linear models such as AR, MA and ARMA models, their properties and their limitations are introduced. In addition, sinusoidal models are addressed.
Secondly, estimation approaches based on least squares methods and instrumental variable techniques are presented.
Finally, the book deals with optimal filters, i.e. Wiener and Kalman filtering, and adaptive filters such as the RLS, the LMS and their variants.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
ISTE Ltd and John Wiley & Sons Inc
Erscheinungsdatum
2008
Sprache
Englisch
ISBN 10 
1848210221
ISBN 13 
9781848210226
Einband
Tapa dura
Auflage
1
Anzahl der Seiten
400
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar