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

Modeling, Estimation and Optimal Filtration in Signal Processing

Autor: Mohamed Najim
Język: Angielski
Oprawa: Twarda
Dostępność: Dostępna u dostawcy w małych ilościach
Wysyłamy za 11-15 dni
1 061.76
The purpose of this book is to provide graduate students and practitioners with traditional methods...

Informacje o książce

Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2008
strony
408
EAN
9781848210226
ISBN
1848210221
Enbook ID
05103497
Waga
742
Wymiary
157 x 236 x 28

Pełny opis

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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