Automatic modulation classification: principles, algorithms, and applications
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Hoboken
John Wiley & Sons Inc.
2015
|
| Schlagworte: | |
| Online-Zugang: | FRO01 UBG01 Volltext |
| Beschreibung: | Includes bibliographical references and index Automatic Modulation Classification (AMC) has been a key technology in many military, security, and civilian telecommunication applications for decades. In military and security applications, modulation often serves as another level of encryption; in modern civilian applications, multiple modulation types can be employed by a signal transmitter to control the data rate and link reliability. This book offers comprehensive documentation of AMC models, algorithms and implementations for successful modulation recognition. It provides an invaluable theoretical and numerical comparison of AMC algorithms, as well as guidance on state-of-the-art classification designs with specific military and civilian applications in mind. Key Features: -Provides an important collection of AMC algorithms in five major categories, from likelihood-based classifiers and distribution-test-based classifiers to feature-based classifiers, machine learning assisted classifiers and blind modulation classifiers -Lists detailed implementation for each algorithm based on a unified theoretical background and a comprehensive theoretical and numerical performance comparison -Gives clear guidance for the design of specific automatic modulation classifiers for different practical applications in both civilian and military communication systems -Includes a MATLAB toolbox on a companion website offering the implementation of a selection of methods discussed in the book |
| Beschreibung: | 1 Online-Ressource |
| ISBN: | 9781118906514 1118906519 9781118906521 1118906527 9781118906507 1118906500 1118906497 |
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| 500 | |a Automatic Modulation Classification (AMC) has been a key technology in many military, security, and civilian telecommunication applications for decades. In military and security applications, modulation often serves as another level of encryption; in modern civilian applications, multiple modulation types can be employed by a signal transmitter to control the data rate and link reliability. This book offers comprehensive documentation of AMC models, algorithms and implementations for successful modulation recognition. It provides an invaluable theoretical and numerical comparison of AMC algorithms, as well as guidance on state-of-the-art classification designs with specific military and civilian applications in mind. Key Features: -Provides an important collection of AMC algorithms in five major categories, from likelihood-based classifiers and distribution-test-based classifiers to feature-based classifiers, machine learning assisted classifiers and blind modulation classifiers -Lists detailed implementation for each algorithm based on a unified theoretical background and a comprehensive theoretical and numerical performance comparison -Gives clear guidance for the design of specific automatic modulation classifiers for different practical applications in both civilian and military communication systems -Includes a MATLAB toolbox on a companion website offering the implementation of a selection of methods discussed in the book | ||
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Datensatz im Suchindex
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| author | Zhu, Zhechen |
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| dewey-full | 621.3815/36 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 621 - Applied physics |
| dewey-raw | 621.3815/36 |
| dewey-search | 621.3815/36 |
| dewey-sort | 3621.3815 236 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Elektrotechnik / Elektronik / Nachrichtentechnik |
| format | Electronic eBook |
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| spelling | Zhu, Zhechen Verfasser aut Automatic modulation classification principles, algorithms, and applications Zhechen Zhu and Asoke K. Nand Hoboken John Wiley & Sons Inc. 2015 1 Online-Ressource txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references and index Automatic Modulation Classification (AMC) has been a key technology in many military, security, and civilian telecommunication applications for decades. In military and security applications, modulation often serves as another level of encryption; in modern civilian applications, multiple modulation types can be employed by a signal transmitter to control the data rate and link reliability. This book offers comprehensive documentation of AMC models, algorithms and implementations for successful modulation recognition. It provides an invaluable theoretical and numerical comparison of AMC algorithms, as well as guidance on state-of-the-art classification designs with specific military and civilian applications in mind. Key Features: -Provides an important collection of AMC algorithms in five major categories, from likelihood-based classifiers and distribution-test-based classifiers to feature-based classifiers, machine learning assisted classifiers and blind modulation classifiers -Lists detailed implementation for each algorithm based on a unified theoretical background and a comprehensive theoretical and numerical performance comparison -Gives clear guidance for the design of specific automatic modulation classifiers for different practical applications in both civilian and military communication systems -Includes a MATLAB toolbox on a companion website offering the implementation of a selection of methods discussed in the book TECHNOLOGY & ENGINEERING / Mechanical bisacsh Modulation (Electronics) fast Modulation (Electronics) Electronic books Nandi, Asoke Kumar Sonstige oth Erscheint auch als Druck-Ausgabe, Hardcover 978-1-118-90649-1 https://onlinelibrary.wiley.com/doi/book/10.1002/9781118906507 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Zhu, Zhechen Automatic modulation classification principles, algorithms, and applications TECHNOLOGY & ENGINEERING / Mechanical bisacsh Modulation (Electronics) fast Modulation (Electronics) |
| title | Automatic modulation classification principles, algorithms, and applications |
| title_auth | Automatic modulation classification principles, algorithms, and applications |
| title_exact_search | Automatic modulation classification principles, algorithms, and applications |
| title_full | Automatic modulation classification principles, algorithms, and applications Zhechen Zhu and Asoke K. Nand |
| title_fullStr | Automatic modulation classification principles, algorithms, and applications Zhechen Zhu and Asoke K. Nand |
| title_full_unstemmed | Automatic modulation classification principles, algorithms, and applications Zhechen Zhu and Asoke K. Nand |
| title_short | Automatic modulation classification |
| title_sort | automatic modulation classification principles algorithms and applications |
| title_sub | principles, algorithms, and applications |
| topic | TECHNOLOGY & ENGINEERING / Mechanical bisacsh Modulation (Electronics) fast Modulation (Electronics) |
| topic_facet | TECHNOLOGY & ENGINEERING / Mechanical Modulation (Electronics) |
| url | https://onlinelibrary.wiley.com/doi/book/10.1002/9781118906507 |
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