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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: 05103497
Price: 256.65 EUR
Availability: InStock
Author: Mohamed Najim
ISBN: 9781848210226

Mohamed Najim

Language

English

Book Hardback

Libristo code: 05103497

Publishers ISTE Ltd and John Wiley & Sons Inc, June 2008

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

Libristo code: 05103497

622 b

256.65 €

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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.