Adaptive Filtering : Theories and Applications
Adaptive filtering can be used to characterize unknown systems in time-variant environments. The main objective of this approach is to meet a difficult comprise: maximum convergence speed with maximum accuracy. Each application requires a certain approach which determines the filter structure, the c...
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| Format: | Book Chapter |
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IntechOpen
2013
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| Online Access: | Get Fullteks DOAB: description of the publication |
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| LEADER | 01881naaaa2200289uu 4500 | ||
|---|---|---|---|
| 001 | doab_20_500_12854_66430 | ||
| 005 | 20210420 | ||
| 020 | |a 3398 | ||
| 020 | |a 9789535109983 | ||
| 020 | |a 9789535163084 | ||
| 024 | 7 | |a 10.5772/3398 |c doi | |
| 041 | 0 | |a English | |
| 042 | |a dc | ||
| 072 | 7 | |a UY |2 bicssc | |
| 100 | 1 | |a Garcia Morales, Lino |4 edt | |
| 700 | 1 | |a Garcia Morales, Lino |4 oth | |
| 245 | 1 | 0 | |a Adaptive Filtering : Theories and Applications |
| 260 | |b IntechOpen |c 2013 | ||
| 300 | |a 1 electronic resource (164 p.) | ||
| 506 | 0 | |a Open Access |2 star |f Unrestricted online access | |
| 520 | |a Adaptive filtering can be used to characterize unknown systems in time-variant environments. The main objective of this approach is to meet a difficult comprise: maximum convergence speed with maximum accuracy. Each application requires a certain approach which determines the filter structure, the cost function to minimize the estimation error, the adaptive algorithm, and other parameters; and each selection involves certain cost in computational terms, that in any case should consume less time than the time required by the application working in real-time. Theory and application are not, therefore, isolated entities but an imbricated whole that requires a holistic vision. This book collects some theoretical approaches and practical applications in different areas that support expanding of adaptive systems. | ||
| 540 | |a Creative Commons |f https://creativecommons.org/licenses/by/3.0/ |2 cc |4 https://creativecommons.org/licenses/by/3.0/ | ||
| 546 | |a English | ||
| 650 | 7 | |a Computer science |2 bicssc | |
| 653 | |a Systems analysis & design | ||
| 856 | 4 | 0 | |a www.oapen.org |u https://mts.intechopen.com/storage/books/3098/authors_book/authors_book.pdf |7 0 |z Get Fullteks |
| 856 | 4 | 0 | |a www.oapen.org |u https://directory.doabooks.org/handle/20.500.12854/66430 |7 0 |z DOAB: description of the publication |