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Modeling, Estimation and Optimal Filtering in Signal Processing

by Mohamed Najim
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Current price ₹16,836.00
Original price ₹25,901.00
Original price ₹25,901.00
Original price ₹25,901.00
(-35%)
₹16,836.00
Current price ₹16,836.00

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Book cover type: Hardcover
  • ISBN13: 9781848210226
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Wiley-Iste
  • Publisher Imprint: Wiley-Iste
  • Publication Date:
  • Pages: 392
  • Original Price: USD 274.95
  • Language: English
  • Edition: N/A
  • Item Weight: 726 grams
  • BISAC Subject(s): Telecommunications and Electrical

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.

Mohamed Najim is Professor in signal processing at the ENSEIRB and Université Bordeaux I (France), where he leads the Signal and Image Processing group.
An IEEE Fellow, he has worked in adaptive control and in the field of 1D and n-D identification in signal and image processing.

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