Modeling, estimation and optimal filtering in signal processing

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Bibliographic Details
Main Authors: Najim, Mohamed
Published:
Literature type: Electronic eBook
Language: English
French
Series: Digital signal and image processing series
Subjects:
Online Access: http://onlinelibrary.wiley.com/book/10.1002/9780470611104
Item Description: "First published in France in 2006 by Hermes Science/Lavoisier entitled 'Modélisation, estimation et filtrage optimal en traitement du signal'"--Title page verso.
Carrier Form: 1 online resource (xv, 392 pages) : illustrations.
Bibliography: Includes bibliographical references and index.
ISBN: 9780470393680 (electronic bk.)
0470393688 (electronic bk.)
9780470611104
0470611103
1848210221
9781848210226
Index Number: TK7872
CLC: TP212
Contents: Parametric models -- Least squares estimation of parameters of linear models -- Matched and Wiener filters -- Adaptive filtering -- Kalman filtering -- Application of the Kalman filter to signal enhancement -- Estimation using the instrumental variable technique -- H [infinity symbol] estimation : an alternative to Kalman filtering? -- Introduction to particle filtering -- Karhunen Loeve transform -- Subspace decomposition for spectral analysis -- Subspace decomposition applied to speech enhancement -- From AR parameters to line spectrum pair -- Influence of an additive white noise on the es