Data-Driven Intelligence in Wireless Networks: Concepts, Solutions, and Applications 1st Edition
by Muhammad Khalil Afzal (Editor), Muhammad Ateeq (Editor), Sung Won Kim (Editor)
Publisher finelybook 出版社: CRC Press; 1st edition (March 27, 2023)
Language 语言: English
Print Length 页数: 252 pages
ISBN-10: 1032100370
ISBN-13: 9781032100371
Book Description
By finelybook
This book highlights the importance of data-driven techniques to solve wireless communication problems. It presents a number of problems (e.g., related to performance, security, and social networking), and provides solutions using various data-driven techniques, including machine learning, deep learning, federated learning, and artificial intelligence.
This book details wireless communication problems that can be solved by data-driven solutions. It presents a generalized approach toward solving problems using specific data-driven techniques. The book also develops a taxonomy of problems according to the type of solution presented and includes several case studies that examine data-driven solutions for issues such as quality of service (QoS) in heterogeneous wireless networks, 5G/6G networks, and security in wireless networks.
The target audience of this book includes professionals, researchers, professors, and students working in the field of networking, c7ommunications, machine learning, and related fields.
