Discrete Stochastic Processes and Optimal Filtering

Nonfiction, Science & Nature, Technology, Engineering
Cover of the book Discrete Stochastic Processes and Optimal Filtering by Jean-Claude Bertein, Roger Ceschi, Wiley
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Author: Jean-Claude Bertein, Roger Ceschi ISBN: 9781118600535
Publisher: Wiley Publication: December 27, 2012
Imprint: Wiley-ISTE Language: English
Author: Jean-Claude Bertein, Roger Ceschi
ISBN: 9781118600535
Publisher: Wiley
Publication: December 27, 2012
Imprint: Wiley-ISTE
Language: English

Optimal filtering applied to stationary and non-stationary signals provides the most efficient means of dealing with problems arising from the extraction of noise signals. Moreover, it is a fundamental feature in a range of applications, such as in navigation in aerospace and aeronautics, filter processing in the telecommunications industry, etc. This book provides a comprehensive overview of this area, discussing random and Gaussian vectors, outlining the results necessary for the creation of Wiener and adaptive filters used for stationary signals, as well as examining Kalman filters which are used in relation to non-stationary signals. Exercises with solutions feature in each chapter to demonstrate the practical application of these ideas using MATLAB.

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Optimal filtering applied to stationary and non-stationary signals provides the most efficient means of dealing with problems arising from the extraction of noise signals. Moreover, it is a fundamental feature in a range of applications, such as in navigation in aerospace and aeronautics, filter processing in the telecommunications industry, etc. This book provides a comprehensive overview of this area, discussing random and Gaussian vectors, outlining the results necessary for the creation of Wiener and adaptive filters used for stationary signals, as well as examining Kalman filters which are used in relation to non-stationary signals. Exercises with solutions feature in each chapter to demonstrate the practical application of these ideas using MATLAB.

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