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Modeling, estimation and optimal filtering in signal processing /
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 a...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés Francés |
| Publicado: |
London ; ISTE ; Hoboken, NJ :
J. Wiley & Sons,
2008.
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| Colección: | Digital signal and image processing series.
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| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
| Sumario: | 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 the. |
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| Descripción Física: | 1 online resource (xv, 392 pages) : illustrations |
| Bibliografía: | Includes bibliographical references and index. |
| ISBN: | 9780470393680 0470393688 9780470611104 0470611103 1848210221 9781848210226 |