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Modeling Estimation And Optimal Filtering In Signal Processing 1st Edition Mohamed Najim

  • SKU: BELL-2250598
Modeling Estimation And Optimal Filtering In Signal Processing 1st Edition Mohamed Najim
$ 31.00 $ 45.00 (-31%)

5.0

110 reviews

Modeling Estimation And Optimal Filtering In Signal Processing 1st Edition Mohamed Najim instant download after payment.

Publisher: Wiley-ISTE
File Extension: PDF
File size: 3.33 MB
Pages: 408
Author: Mohamed Najim
ISBN: 1848210221
Language: English
Year: 2008
Edition: 1

Product desciption

Modeling Estimation And Optimal Filtering In Signal Processing 1st Edition Mohamed Najim by Mohamed Najim 1848210221 instant download after payment.

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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