Kniha Modeling, Estimation and Optimal Filtration in Signal Processing Mohamed Najim

Modeling, Estimation and Optimal Filtration in Signal Processing

Autor: Mohamed Najim
Jazyk: Angličtina
Vazba: Pevná
Dostupnost: Skladem u dodavatele v malém množství
Odesíláme za 11-15 dnů
5 739
The purpose of this book is to provide graduate students and practitioners with traditional methods...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
2008
Stránek
408
EAN
9781848210226
ISBN
1848210221
Enbook ID
05103497
Hmotnost
742
Rozměry
157 x 236 x 28

Kompletní popis

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.

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