Modeling, Estimation and Optimal Filtration in Signal Processing

Name: Modeling, Estimation and Optimal Filtration in Signal Processing
Brand: ISTE Ltd and John Wiley & Sons Inc
SKU: 9781848210226
Price: 1061.76 PLN
Availability: InStock

Autor: Mohamed Najim

Język:

Oprawa: Twarda

Wydawca: ISTE Ltd and John Wiley & Sons Inc

Dostępność: Dostępna u dostawcy w małych ilościach

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The purpose of this book is to provide graduate students and practitioners with traditional methods...

Informacje o książce

Autor

Mohamed Najim

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2008

strony

408

EAN

9781848210226

ISBN

1848210221

Enbook ID

05103497

Wydawca

ISTE Ltd and John Wiley & Sons Inc

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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