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Data-Driven Intelligence in Wireless Networks
Muhammad Khalil Afzal
(Illustrated by)
·
Muhammad Ateeq
(Illustrated by)
·
Sung Won Kim
(Illustrated by)
·
CRC Press
· Hardcover
Data-Driven Intelligence in Wireless Networks - Afzal, Muhammad Khalil ; Ateeq, Muhammad ; Won Kim, Sung
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Synopsis "Data-Driven Intelligence in Wireless Networks"
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, communications, machine learning, and related fields.
