Modeling, Estimation and Optimal Filtering in Signal...

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Modeling, Estimation and Optimal...

Modeling, Estimation and Optimal Filtering in Signal Processing

Mohamed Najim

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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.

سب زمرہ:

Computers - Networking

سال:

2008

اشاعت:

ناشر کتب:

Wiley-ISTE

زبان:

english

صفحات:

408

ISBN 10: