Discrete stochastic processes and optimal filtering:
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Newport Beach, CA
ISTE USA
2007
|
| Subjects: | |
| Online Access: | FRO01 UBG01 Volltext |
| Item Description: | "First published in France in 2005 by Hermes Science/Lavoisier entitled "Processus stochastiques discrets et filtrages optimaux"." Includes bibliographical references (page 283) and index This title is concerned with the founding principles of optimal filters. It proposes several reminders about both random vectors and Gaussian vectors. The study of discrete time processes makes it possible to tackle digital filtering; a chapter on estimation gives the principle results necessary for the construction of the Wiener filter and of the adaptive filter used in the case of stationary signals. It concludes with an examination of Kalman filtering which extends optimal filtering to the case of non-stationary signals. Exercises with solutions punctuate each chapter and practical examples are dealt with using Matlab software. This work is aimed at graduate students and engineers as well as members of the scientific community who wish to rediscover the founding principles of optimal filters |
| Physical Description: | 1 Online-Ressource (ix, 287 pages) |
| ISBN: | 9780470612293 0470612290 9781847046246 184704624X 1280847859 9781280847851 9781905209743 1905209746 |
Staff View
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| 240 | 1 | 0 | |a Processus stochastiques discrets et filtrages optimaux |
| 245 | 1 | 0 | |a Discrete stochastic processes and optimal filtering |c Jean-Claude Bertein, Roger Ceschi |
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| 500 | |a This title is concerned with the founding principles of optimal filters. It proposes several reminders about both random vectors and Gaussian vectors. The study of discrete time processes makes it possible to tackle digital filtering; a chapter on estimation gives the principle results necessary for the construction of the Wiener filter and of the adaptive filter used in the case of stationary signals. It concludes with an examination of Kalman filtering which extends optimal filtering to the case of non-stationary signals. Exercises with solutions punctuate each chapter and practical examples are dealt with using Matlab software. This work is aimed at graduate students and engineers as well as members of the scientific community who wish to rediscover the founding principles of optimal filters | ||
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| isbn | 9780470612293 0470612290 9781847046246 184704624X 1280847859 9781280847851 9781905209743 1905209746 |
| language | English |
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| spelling | Bertein, Jean-Claude Verfasser aut Processus stochastiques discrets et filtrages optimaux Discrete stochastic processes and optimal filtering Jean-Claude Bertein, Roger Ceschi Newport Beach, CA ISTE USA 2007 1 Online-Ressource (ix, 287 pages) txt rdacontent c rdamedia cr rdacarrier "First published in France in 2005 by Hermes Science/Lavoisier entitled "Processus stochastiques discrets et filtrages optimaux"." Includes bibliographical references (page 283) and index This title is concerned with the founding principles of optimal filters. It proposes several reminders about both random vectors and Gaussian vectors. The study of discrete time processes makes it possible to tackle digital filtering; a chapter on estimation gives the principle results necessary for the construction of the Wiener filter and of the adaptive filter used in the case of stationary signals. It concludes with an examination of Kalman filtering which extends optimal filtering to the case of non-stationary signals. Exercises with solutions punctuate each chapter and practical examples are dealt with using Matlab software. This work is aimed at graduate students and engineers as well as members of the scientific community who wish to rediscover the founding principles of optimal filters Traitement du signal / Mathématiques Filtres numériques (Mathématiques) Processus stochastiques COMPUTERS / Information Theory bisacsh TECHNOLOGY & ENGINEERING / Signals & Signal Processing bisacsh Digital filters (Mathematics) fast Signal processing / Mathematics fast Stochastic processes fast Mathematik Signal processing / Mathematics Digital filters (Mathematics) Stochastic processes Ceschi, Roger Sonstige oth https://onlinelibrary.wiley.com/doi/book/10.1002/9780470612293 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Bertein, Jean-Claude Discrete stochastic processes and optimal filtering Traitement du signal / Mathématiques Filtres numériques (Mathématiques) Processus stochastiques COMPUTERS / Information Theory bisacsh TECHNOLOGY & ENGINEERING / Signals & Signal Processing bisacsh Digital filters (Mathematics) fast Signal processing / Mathematics fast Stochastic processes fast Mathematik Signal processing / Mathematics Digital filters (Mathematics) Stochastic processes |
| title | Discrete stochastic processes and optimal filtering |
| title_alt | Processus stochastiques discrets et filtrages optimaux |
| title_auth | Discrete stochastic processes and optimal filtering |
| title_exact_search | Discrete stochastic processes and optimal filtering |
| title_full | Discrete stochastic processes and optimal filtering Jean-Claude Bertein, Roger Ceschi |
| title_fullStr | Discrete stochastic processes and optimal filtering Jean-Claude Bertein, Roger Ceschi |
| title_full_unstemmed | Discrete stochastic processes and optimal filtering Jean-Claude Bertein, Roger Ceschi |
| title_short | Discrete stochastic processes and optimal filtering |
| title_sort | discrete stochastic processes and optimal filtering |
| topic | Traitement du signal / Mathématiques Filtres numériques (Mathématiques) Processus stochastiques COMPUTERS / Information Theory bisacsh TECHNOLOGY & ENGINEERING / Signals & Signal Processing bisacsh Digital filters (Mathematics) fast Signal processing / Mathematics fast Stochastic processes fast Mathematik Signal processing / Mathematics Digital filters (Mathematics) Stochastic processes |
| topic_facet | Traitement du signal / Mathématiques Filtres numériques (Mathématiques) Processus stochastiques COMPUTERS / Information Theory TECHNOLOGY & ENGINEERING / Signals & Signal Processing Digital filters (Mathematics) Signal processing / Mathematics Stochastic processes Mathematik |
| url | https://onlinelibrary.wiley.com/doi/book/10.1002/9780470612293 |
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