Modeling, Estimation and Optimal Filtering in Signal Processing

Mohamed Najim

ISBN 10: 1848210221 / ISBN 13: 9781848210226

Verlag: ISTE LTD, 2008

Beschreibung

Zustand: Gut | Seiten: 400 | Sprache: Englisch | Produktart: Bücher.

Bestandsnummer des Verkäufers 5332114/3

Bibliografische Details

• Titel: Modeling, Estimation and Optimal Filtering in Signal Processing
• Verlag: ISTE LTD
• Erscheinungsjahr: 2008
• Sprache: Englisch
• ISBN-10: 1848210221
• ISBN-13: 9781848210226
• Einband: Hardcover
• Zustand: Gut

Über diesen Titel

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.

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.