Computational Intelligence in Recent Communication Networks
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Computational Intelligence in Recent Communication Networks

SKU: 9783030771850

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Additional information

Full Title

Computational Intelligence in Recent Communication Networks
Author(s)
Edition
ISBN

9783030771850, 9783030771843
Publisher

Springer
Format

PDF and EPUB

Description

This book focuses on the use of Artificial Intelligence and Machine Learning (AI/ML) based techniques to solve issues related to communication networks, their layers, as well as their applications. The book first offers an introduction to recent trends regarding communication networks. The authors then provide an overview of theoretical concepts of AI/ML, techniques and protocols used in different layers of communication. Furthermore, this book presents solutions that help analyze complex patterns in user data and ultimately improve productivity. Throughout, AI/ML-based solutions are provided, for topics such as signal detection, channel modeling, resource optimization, routing protocol design, transport layer optimization, user/application behavior prediction, software-defined networking, congestion control, communication network optimization, security, and anomaly detection. The book features chapters from a large spectrum of authors including researchers, students, as well as industrials involved in research and development.

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