Computing & Internet      Programming

Intelligent Communication Networks: Research and Applications

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Book Details
Language
English
Publishers
CRC Press; 1st edition (6 Jun. 2024)
Weight
0.54 KG
Publication Date
06/06/2024
ISBN-10
1032300213
Pages
238 pages
ISBN-13
9781032300214
Dimensions
15.6 x 1.6 x 23.39 cm
SKU
9781032300214
Author Name
Rajarshi Mahapatra (Editor)
Siddhartha Bhattacharyya was born in 1975 in Kolkata, India. He received the Gold Medal from the University of Calcutta for his Masters. He has been involved in academics for the last 16 years. In 2016, he received the National Award for Excellence in Education and Research "ADARSH VIDYA SARASWATI RASHTRIYA PURASKAR". He has been conferred with the Distinguished HoD Award and the Distinguished Professor Award by Computer Society of India, Mumbai Chapter in 2017. He also received the BHARTIYA SHIKHSHA RATAN AWARD from Economic Growth Foundation, New Delhi in 2017.Read more about this authorRead less about this author
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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 networksThe 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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