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(Ebook) Modeling, Estimation and Optimal Filtering in Signal Processing by Mohamed Najim ISBN 1848210221

  • SKU: EBN-2250598
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4.4

26 reviews
Instant download (eBook) Modeling, Estimation and Optimal Filtering in Signal Processing after payment.
Authors:Mohamed Najim
Pages:408 pages.
Year:2008
Editon:1
Publisher:Wiley-ISTE
Language:english
File Size:3.33 MB
Format:pdf
ISBNS:1848210221
Categories: Ebooks

Product desciption

(Ebook) Modeling, Estimation and Optimal Filtering in Signal Processing by Mohamed Najim ISBN 1848210221

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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