Description: 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. This book discusses the evolution of computational intelligence techniques in handling intelligent communication networks.Provides a detailed theoretical foundation of machine learning and computational intelligence algorithmsHighlights the state of art machine learning-based solutions for communication networksPresents video demonstrations and code snippets on each chapter for easy understanding of the conceptsDiscusses applications including resource allocation, spectrum management, channel estimation, and physical layer of wireless networksDemonstrates applications of machine learning techniques for optical networks The text is primarily intended for senior undergraduate and graduate students and academic researchers in fields of electrical engineering, electronics and communication engineering, and computer engineering.
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EAN: 9781032300214
UPC: 9781032300214
ISBN: 9781032300214
MPN: N/A
Format: Hardback, 238 pages
Author: Rajarshi Mahapatra (Edited by)
Book Title: Intelligent Communication Networks: Research and A
Item Height: 1.6 cm
Item Length: 23.4 cm
Item Weight: 0.54 kg
Item Width: 15.6 cm
Language: Eng
Publisher: CRC Press