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Bayesian signal processing : classical, modern, and particle filtering methods /
New Bayesian approach helps you solve tough problems in signal processing with ease. Signal processing is based on this fundamental conceptthe extraction of critical information from noisy, uncertain data. Most techniques rely on underlying Gaussian assumptions for a solution, but what happens when...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Hoboken, N.J. :
Wiley : IEEE,
[2009]
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| Colección: | Adaptive and learning systems for signal processing, communications, and control.
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| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
| Sumario: | New Bayesian approach helps you solve tough problems in signal processing with ease. Signal processing is based on this fundamental conceptthe extraction of critical information from noisy, uncertain data. Most techniques rely on underlying Gaussian assumptions for a solution, but what happens when these assumptions are erroneous? Bayesian techniques circumvent this limitation by offering a completely different approach that can easily incorporate non-Gaussian and nonlinear processes along with all of the usual methods currently available. This text enables readers to fully exploit the many a. |
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| Descripción Física: | 1 online resource (xxiii, 445 pages) : illustrations, map |
| Bibliografía: | Includes bibliographical references and index. |
| ISBN: | 9780470430583 0470430583 9781118210543 1118210549 0470180943 9780470180945 9780470430576 0470430575 |