Modeling, Estimation and Optimal Filtration in Signal Processing - Hardcover

Najim, Mohamed

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.

Über diesen Titel

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.

Details zur Ausgabe

• 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