Modeling, estimation and optimal filtering in signal processing
(eBook)
Author
Published
London ; ISTE ; Hoboken, NJ : J. Wiley & Sons, 2008.
ISBN
9780470393680, 0470393688, 9780470611104, 0470611103, 1848210221, 9781848210226
Physical Desc
1 online resource (xv, 392 pages) : illustrations
Status
Description
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Subjects
Bisac Subjects
OCLC Fast Subjects
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More Details
Format
eBook
Language
English
UPC
10.1002/9780470611104
Notes
Bibliography
Includes bibliographical references and index.
Description
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.
Local note
O'Reilly,O'Reilly Online Learning Platform: Academic Edition (EZproxy Access)
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Citations
APA Citation, 7th Edition (style guide)
Najim, M. (2008). Modeling, estimation and optimal filtering in signal processing . J. Wiley & Sons.
Chicago / Turabian - Author Date Citation, 17th Edition (style guide)Najim, Mohamed. 2008. Modeling, Estimation and Optimal Filtering in Signal Processing. J. Wiley & Sons.
Chicago / Turabian - Humanities (Notes and Bibliography) Citation, 17th Edition (style guide)Najim, Mohamed. Modeling, Estimation and Optimal Filtering in Signal Processing J. Wiley & Sons, 2008.
MLA Citation, 9th Edition (style guide)Najim, Mohamed. Modeling, Estimation and Optimal Filtering in Signal Processing J. Wiley & Sons, 2008.
Note! Citations contain only title, author, edition, publisher, and year published. Citations should be used as a guideline and should be double checked for accuracy. Citation formats are based on standards as of August 2021.
