Adaptive Filtering: Algorithms and Practical Implementation
Adaptive Filtering: Algorithms and Practical Implementation, Second Edition, presents a concise overview of adaptive filtering, covering as many algorithms as possible in a unified form that avoids repetition and simplifies notation. It is suitable as a textbook for senior undergraduate or first-yea...
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| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Boston, MA
Springer US
2002
|
| Edition: | Second Edition |
| Series: | The Kluwer International Series in Engineering and Computer Science
694 |
| Subjects: | |
| Online Access: | FHI01 BTU01 Volltext |
| Summary: | Adaptive Filtering: Algorithms and Practical Implementation, Second Edition, presents a concise overview of adaptive filtering, covering as many algorithms as possible in a unified form that avoids repetition and simplifies notation. It is suitable as a textbook for senior undergraduate or first-year graduate courses in adaptive signal processing and adaptive filters. The philosophy of the presentation is to expose the material with a solid theoretical foundation, to concentrate on algorithms that really work in a finite-precision implementation, and to provide easy access to working algorithms. Hence, practicing engineers and scientists will also find the book to be an excellent reference. This second edition contains a substantial amount of new material: -Two new chapters on nonlinear and subband adaptive filtering; -Linearly constrained Weiner filters and LMS algorithms; -LMS algorithm behavior in fast adaptation; -Affine projection algorithms; -Derivation smoothing; -MATLAB codes for algorithms |
| Physical Description: | 1 Online-Ressource (XXI, 568 p. 68 illus) |
| ISBN: | 9781475736373 |
| DOI: | 10.1007/978-1-4757-3637-3 |
Staff View
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| 520 | |a Adaptive Filtering: Algorithms and Practical Implementation, Second Edition, presents a concise overview of adaptive filtering, covering as many algorithms as possible in a unified form that avoids repetition and simplifies notation. It is suitable as a textbook for senior undergraduate or first-year graduate courses in adaptive signal processing and adaptive filters. The philosophy of the presentation is to expose the material with a solid theoretical foundation, to concentrate on algorithms that really work in a finite-precision implementation, and to provide easy access to working algorithms. Hence, practicing engineers and scientists will also find the book to be an excellent reference. This second edition contains a substantial amount of new material: -Two new chapters on nonlinear and subband adaptive filtering; -Linearly constrained Weiner filters and LMS algorithms; -LMS algorithm behavior in fast adaptation; -Affine projection algorithms; -Derivation smoothing; -MATLAB codes for algorithms | ||
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| discipline | Elektrotechnik / Elektronik / Nachrichtentechnik |
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| edition | Second Edition |
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| id | DE-604.BV045149031 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T08:10:02Z |
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| isbn | 9781475736373 |
| language | English |
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| physical | 1 Online-Ressource (XXI, 568 p. 68 illus) |
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| publisher | Springer US |
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| series2 | The Kluwer International Series in Engineering and Computer Science |
| spelling | Ramirez, Paulo Sergio Verfasser aut Adaptive Filtering Algorithms and Practical Implementation by Paulo Sergio Ramirez Second Edition Boston, MA Springer US 2002 1 Online-Ressource (XXI, 568 p. 68 illus) txt rdacontent c rdamedia cr rdacarrier The Kluwer International Series in Engineering and Computer Science 694 Adaptive Filtering: Algorithms and Practical Implementation, Second Edition, presents a concise overview of adaptive filtering, covering as many algorithms as possible in a unified form that avoids repetition and simplifies notation. It is suitable as a textbook for senior undergraduate or first-year graduate courses in adaptive signal processing and adaptive filters. The philosophy of the presentation is to expose the material with a solid theoretical foundation, to concentrate on algorithms that really work in a finite-precision implementation, and to provide easy access to working algorithms. Hence, practicing engineers and scientists will also find the book to be an excellent reference. This second edition contains a substantial amount of new material: -Two new chapters on nonlinear and subband adaptive filtering; -Linearly constrained Weiner filters and LMS algorithms; -LMS algorithm behavior in fast adaptation; -Affine projection algorithms; -Derivation smoothing; -MATLAB codes for algorithms Engineering Signal, Image and Speech Processing Circuits and Systems Electrical Engineering Image Processing and Computer Vision Image processing Electrical engineering Electronic circuits Erscheint auch als Druck-Ausgabe 9781475736397 https://doi.org/10.1007/978-1-4757-3637-3 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Ramirez, Paulo Sergio Adaptive Filtering Algorithms and Practical Implementation Engineering Signal, Image and Speech Processing Circuits and Systems Electrical Engineering Image Processing and Computer Vision Image processing Electrical engineering Electronic circuits |
| title | Adaptive Filtering Algorithms and Practical Implementation |
| title_auth | Adaptive Filtering Algorithms and Practical Implementation |
| title_exact_search | Adaptive Filtering Algorithms and Practical Implementation |
| title_full | Adaptive Filtering Algorithms and Practical Implementation by Paulo Sergio Ramirez |
| title_fullStr | Adaptive Filtering Algorithms and Practical Implementation by Paulo Sergio Ramirez |
| title_full_unstemmed | Adaptive Filtering Algorithms and Practical Implementation by Paulo Sergio Ramirez |
| title_short | Adaptive Filtering |
| title_sort | adaptive filtering algorithms and practical implementation |
| title_sub | Algorithms and Practical Implementation |
| topic | Engineering Signal, Image and Speech Processing Circuits and Systems Electrical Engineering Image Processing and Computer Vision Image processing Electrical engineering Electronic circuits |
| topic_facet | Engineering Signal, Image and Speech Processing Circuits and Systems Electrical Engineering Image Processing and Computer Vision Image processing Electrical engineering Electronic circuits |
| url | https://doi.org/10.1007/978-1-4757-3637-3 |
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