Intelligent communication networks : research and applications /
"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 t...
| Corporate Author: | |
|---|---|
| Other Authors: | , , |
| Format: | eBook |
| Language: | English |
| Published: |
Boca Raton, FL :
CRC Press,
2024.
|
| Subjects: | |
| Online Access: | Connect to the full text of this electronic book |
| 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"-- |
|---|---|
| Physical Description: | 1 online resource |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: | 9781003303114 1003303110 9781040032381 1040032389 9781040032466 104003246X |