Adaptive Filtering
Adaptive filtering is useful in any application where the signals or the modeled system vary over time. The configuration of the system and, in particular, the position where the adaptive processor is placed generate different areas or application fields such as prediction, system identification and...
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| Formato: | Online |
|---|---|
| Idioma: | inglês |
| Publicado em: |
IntechOpen
2021
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| Assuntos: | |
| Acesso em linha: | ONIX_20210420_9789533071589_453 |
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| _version_ | 1869518647124295680 |
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| collection | Directory of Open Access Books |
| description | Adaptive filtering is useful in any application where the signals or the modeled system vary over time. The configuration of the system and, in particular, the position where the adaptive processor is placed generate different areas or application fields such as prediction, system identification and modeling, equalization, cancellation of interference, etc., which are very important in many disciplines such as control systems, communications, signal processing, acoustics, voice, sound and image, etc. The book consists of noise and echo cancellation, medical applications, communications systems and others hardly joined by their heterogeneity. Each application is a case study with rigor that shows weakness/strength of the method used, assesses its suitability and suggests new forms and areas of use. The problems are becoming increasingly complex and applications must be adapted to solve them. The adaptive filters have proven to be useful in these environments of multiple input/output, variant-time behaviors, and long and complex transfer functions effectively, but fundamentally they still have to evolve. This book is a demonstration of this and a small illustration of everything that is to come. |
| format | Online |
| id | doab-20.500.12854ir-65096 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | IntechOpen |
| publisherStr | IntechOpen |
| record_format | ojs |
| spelling | doab-20.500.12854ir-650962024-04-14T10:28:28Z Adaptive Filtering Garcia, Lino Signal processing thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision Adaptive filtering is useful in any application where the signals or the modeled system vary over time. The configuration of the system and, in particular, the position where the adaptive processor is placed generate different areas or application fields such as prediction, system identification and modeling, equalization, cancellation of interference, etc., which are very important in many disciplines such as control systems, communications, signal processing, acoustics, voice, sound and image, etc. The book consists of noise and echo cancellation, medical applications, communications systems and others hardly joined by their heterogeneity. Each application is a case study with rigor that shows weakness/strength of the method used, assesses its suitability and suggests new forms and areas of use. The problems are becoming increasingly complex and applications must be adapted to solve them. The adaptive filters have proven to be useful in these environments of multiple input/output, variant-time behaviors, and long and complex transfer functions effectively, but fundamentally they still have to evolve. This book is a demonstration of this and a small illustration of everything that is to come. 2021-04-20T15:09:07Z 2021-04-20T15:09:07Z 2011 book ONIX_20210420_9789533071589_453 9789533071589 9789535160397 https://directory.doabooks.org/handle/20.500.12854/65096 eng image/jpeg n/a https://www.intechopen.com/books https://mts.intechopen.com/storage/books/150/authors_book/authors_book.pdf IntechOpen IntechOpen 10.5772/675 10.5772/675 78a36484-2c0c-47cb-ad67-2b9f5cd4a8f6 9789533071589 9789535160397 IntechOpen 412 open access |
| spellingShingle | Signal processing thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision Adaptive Filtering |
| title | Adaptive Filtering |
| title_full | Adaptive Filtering |
| title_fullStr | Adaptive Filtering |
| title_full_unstemmed | Adaptive Filtering |
| title_short | Adaptive Filtering |
| title_sort | adaptive filtering |
| topic | Signal processing thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision |
| topic_facet | Signal processing thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision |
| url | ONIX_20210420_9789533071589_453 |