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Bibliographic Details
Other Authors: Mahapatra, Rajarshi (Editor), Bhattacharyya, Siddhartha 1975- (Editor), Nag, Avishek (Editor)
Format: Electronic eBook
Language:English
Published: Boca Raton, FL CRC Press 2024
Subjects:
Links:https://learning.oreilly.com/library/view/-/9781040032466/?ar
Summary:"With the advent of Big Data, conventional communication networks are often limited in their inability to handle complex and voluminous data and information as far as effective processing, transmission and reception are concerned. The text discusses the evolution of computational intelligence techniques in handling intelligent communication networks. Provides a detailed theoretical foundation of machine learning and computational intelligence algorithms. Highlights the state of art machine learning-based solutions for communication networks. Presents video demonstrations and code snippets on each chapter for easy understanding of the concepts. Discusses applications including resource allocation, spectrum management, channel estimation, and physical layer of wireless networks. Demonstrates applications of machine learning techniques for optical networks. The text is primarily written for senior undergraduate, graduate students, and academic researchers in the fields including electrical engineering, electronics and communication engineering, and computer engineering"--
Item Description:Includes bibliographical references and index. - Description based on online resource; title from digital title page (viewed on November 07, 2024)
Physical Description:1 Online-Ressource (xviii, 238 pages) illustrations, map
ISBN:9781003303114
1003303110
9781040032381
1040032389
9781040032466
104003246X