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Automatic modulation classification ...

Zhu, Zhechen.

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Automatic modulation classification = principles, algorithms, and applications /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Automatic modulation classification/ Zhechen Zhu and Asoke K. Nand.
其他題名:	principles, algorithms, and applications /
作者:	Zhu, Zhechen.
其他作者:	Nandi, Asoke Kumar.
出版者:	Hoboken :John Wiley & Sons Inc., : 2015.,
面頁冊數:	1 online resource.
標題:	Modulation (Electronics) -
電子資源:	http://onlinelibrary.wiley.com/book/10.1002/9781118906507
ISBN:	9781118906514 (ePub)

Automatic modulation classification = principles, algorithms, and applications /
Zhu, Zhechen.

Automatic modulation classificationprinciples, algorithms, and applications /[electronic resource] :Zhechen Zhu and Asoke K. Nand. - Hoboken :John Wiley & Sons Inc.,2015. - 1 online resource.

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.

ISBN: 9781118906514 (ePub)

Publisher. No.: EB00591929Recorded Books

LCCN: 2014034882Subjects--Topical Terms:

653517
Modulation (Electronics)

LC Class. No.: TK5102.9

Dewey Class. No.: 621.3815/36

Automatic modulation classification = principles, algorithms, and applications /
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245 1 0 $a Automatic modulation classification $h [electronic resource] : $b principles, algorithms, and applications / $c Zhechen Zhu and Asoke K. Nand.
260 $a Hoboken : $b John Wiley & Sons Inc., $c 2015.
300 $a 1 online resource.
504 $a Includes bibliographical references and index.
520 $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.
588 $a Description based on print version record and CIP data provided by publisher.
650 0 $a Modulation (Electronics) $3 653517
700 1 $a Nandi, Asoke Kumar. $3 2147570
856 4 0 $u http://onlinelibrary.wiley.com/book/10.1002/9781118906507