Modeling, Estimation and Optimal Filtration in Signal Processing - Rilegato

Najim, Mohamed

Rilegato

ISBN 10: 1848210221 ISBN 13: 9781848210226

Casa editrice: Iste/Hermes Science Pub, 2008

Riassunto

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.

Su questo libro

Informazioni sull?autore

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.

Dettagli dell?edizione

• Editore: Iste/Hermes Science Pub
• Data di pubblicazione: 2008
• Lingua: Inglese
• ISBN 10: 1848210221
• ISBN 13: 9781848210226
• Rilegatura: Copertina rigida
• Numero edizione: 1
• Numero di pagine: 392
• Contatto del produttore: non disponibile
• Persona responsabile: non disponibile