Saved in:
Other Authors: | , , |
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Format: | Electronic eBook |
Language: | English |
Published: |
Boca Raton, FL
CRC Press
2024
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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 |
Staff View
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650 | 0 | |a Telecommunication systems |x Technological innovations | |
650 | 0 | |a Artificial intelligence |x Engineering applications | |
650 | 4 | |a Systèmes de télécommunications ; Innovations | |
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Record in the Search Index
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discipline | Elektrotechnik / Elektronik / Nachrichtentechnik |
format | Electronic eBook |
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id | ZDB-30-ORH-110158172 |
illustrated | Illustrated |
indexdate | 2025-06-25T12:16:08Z |
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isbn | 9781003303114 1003303110 9781040032381 1040032389 9781040032466 104003246X |
language | English |
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publisher | CRC Press |
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spelling | Intelligent communication networks research and applications edited by Rajarshi Mahapatra, Siddhartha Bhattacharyya, Avishek Nag Boca Raton, FL CRC Press 2024 ©2024 1 Online-Ressource (xviii, 238 pages) illustrations, map Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Includes bibliographical references and index. - Description based on online resource; title from digital title page (viewed on November 07, 2024) "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"-- Telecommunication systems Technological innovations Artificial intelligence Engineering applications Systèmes de télécommunications ; Innovations Intelligence artificielle ; Applications en ingénierie COMPUTERS / Computer Engineering Mahapatra, Rajarshi HerausgeberIn edt Bhattacharyya, Siddhartha 1975- HerausgeberIn edt Nag, Avishek HerausgeberIn edt 9781032300214 Erscheint auch als Druck-Ausgabe 9781032300214 |
spellingShingle | Intelligent communication networks research and applications Telecommunication systems Technological innovations Artificial intelligence Engineering applications Systèmes de télécommunications ; Innovations Intelligence artificielle ; Applications en ingénierie COMPUTERS / Computer Engineering |
title | Intelligent communication networks research and applications |
title_auth | Intelligent communication networks research and applications |
title_exact_search | Intelligent communication networks research and applications |
title_full | Intelligent communication networks research and applications edited by Rajarshi Mahapatra, Siddhartha Bhattacharyya, Avishek Nag |
title_fullStr | Intelligent communication networks research and applications edited by Rajarshi Mahapatra, Siddhartha Bhattacharyya, Avishek Nag |
title_full_unstemmed | Intelligent communication networks research and applications edited by Rajarshi Mahapatra, Siddhartha Bhattacharyya, Avishek Nag |
title_short | Intelligent communication networks |
title_sort | intelligent communication networks research and applications |
title_sub | research and applications |
topic | Telecommunication systems Technological innovations Artificial intelligence Engineering applications Systèmes de télécommunications ; Innovations Intelligence artificielle ; Applications en ingénierie COMPUTERS / Computer Engineering |
topic_facet | Telecommunication systems Technological innovations Artificial intelligence Engineering applications Systèmes de télécommunications ; Innovations Intelligence artificielle ; Applications en ingénierie COMPUTERS / Computer Engineering |
work_keys_str_mv | AT mahapatrarajarshi intelligentcommunicationnetworksresearchandapplications AT bhattacharyyasiddhartha intelligentcommunicationnetworksresearchandapplications AT nagavishek intelligentcommunicationnetworksresearchandapplications |