Recent Advances in Signal Processing
The signal processing task is a very critical issue in the majority of new technological inventions and challenges in a variety of applications in both science and engineering fields. Classical signal processing techniques have largely worked with mathematical models that are linear, local, stationa...
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| Format: | Online |
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| Langue: | anglais |
| Publié: |
IntechOpen
2021
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| Sujets: | |
| Accès en ligne: | ONIX_20210420_9789533070025_96 |
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| _version_ | 1869528917538242560 |
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| collection | Directory of Open Access Books |
| description | The signal processing task is a very critical issue in the majority of new technological inventions and challenges in a variety of applications in both science and engineering fields. Classical signal processing techniques have largely worked with mathematical models that are linear, local, stationary, and Gaussian. They have always favored closed-form tractability over real-world accuracy. These constraints were imposed by the lack of powerful computing tools. During the last few decades, signal processing theories, developments, and applications have matured rapidly and now include tools from many areas of mathematics, computer science, physics, and engineering. This book is targeted primarily toward both students and researchers who want to be exposed to a wide variety of signal processing techniques and algorithms. It includes 27 chapters that can be categorized into five different areas depending on the application at hand. These five categories are ordered to address image processing, speech processing, communication systems, time-series analysis, and educational packages respectively. The book has the advantage of providing a collection of applications that are completely independent and self-contained; thus, the interested reader can choose any chapter and skip to another without losing continuity. |
| format | Online |
| id | doab-20.500.12854ir-64740 |
| 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-647402024-04-14T10:28:29Z Recent Advances in Signal Processing A Zaher, Ashraf Signal processing thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision The signal processing task is a very critical issue in the majority of new technological inventions and challenges in a variety of applications in both science and engineering fields. Classical signal processing techniques have largely worked with mathematical models that are linear, local, stationary, and Gaussian. They have always favored closed-form tractability over real-world accuracy. These constraints were imposed by the lack of powerful computing tools. During the last few decades, signal processing theories, developments, and applications have matured rapidly and now include tools from many areas of mathematics, computer science, physics, and engineering. This book is targeted primarily toward both students and researchers who want to be exposed to a wide variety of signal processing techniques and algorithms. It includes 27 chapters that can be categorized into five different areas depending on the application at hand. These five categories are ordered to address image processing, speech processing, communication systems, time-series analysis, and educational packages respectively. The book has the advantage of providing a collection of applications that are completely independent and self-contained; thus, the interested reader can choose any chapter and skip to another without losing continuity. 2021-04-20T14:54:31Z 2021-04-20T14:54:31Z 2009 book ONIX_20210420_9789533070025_96 9789533070025 9789535158691 https://directory.doabooks.org/handle/20.500.12854/64740 eng image/jpeg n/a https://www.intechopen.com/books https://mts.intechopen.com/storage/books/3184/authors_book/authors_book.pdf IntechOpen IntechOpen 10.5772/45613 10.5772/45613 78a36484-2c0c-47cb-ad67-2b9f5cd4a8f6 9789533070025 9789535158691 IntechOpen 560 open access |
| spellingShingle | Signal processing thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision Recent Advances in Signal Processing |
| title | Recent Advances in Signal Processing |
| title_full | Recent Advances in Signal Processing |
| title_fullStr | Recent Advances in Signal Processing |
| title_full_unstemmed | Recent Advances in Signal Processing |
| title_short | Recent Advances in Signal Processing |
| title_sort | recent advances in signal processing |
| 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_9789533070025_96 |