| 书目名称 | Computational Intelligence in Recent Communication Networks | | 编辑 | Mariya Ouaissa,Zakaria Boulouard,Bassma Guermah | | 视频video | | | 概述 | Presents Artificial Intelligence and Machine Learning (AI/ML) based techniques to solve communication networks related issues as well as real world applications.Provides a focus on how AI/ML can be ap | | 丛书名称 | EAI/Springer Innovations in Communication and Computing | | 图书封面 |  | | 描述 | .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.. | | 出版日期 | Book 2022 | | 关键词 | Intelligent Communication Networks Fundamentals; Blockchain for 5G and beyond Networks; AI based SDN T | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-030-77185-0 | | isbn_softcover | 978-3-030-77187-4 | | isbn_ebook | 978-3-030-77185-0Series ISSN 2522-8595 Series E-ISSN 2522-8609 | | issn_series | 2522-8595 | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
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发表于 2025-3-21 18:24:59
