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Najim, Mohamed

Modeling, Estimation and Optimal Filtration in Signal Processing

Najim, Mohamed - Modeling, Estimation and Optimal Filtration in Signal Processing, ebook

193,50€

Ebook, PDF with Adobe DRM
ISBN: 9780470393680
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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.

Author(s)
Publisher
John Wiley and Sons, Inc.
Publication year
2008
Language
en
Edition
1
Page amount
400 pages
Category
Technology, Energy, Traffic
Format
Ebook
eISBN (PDF)
9780470393680
Printed ISBN
9781848210226

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