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Data-Driven Intelligence in Wireless Networks : Concepts, Solutions, and Applications - Muhammad Khalil Afzal

Data-Driven Intelligence in Wireless Networks

Concepts, Solutions, and Applications

By: Muhammad Khalil Afzal (Editor), Muhammad Ateeq (Editor), Sung Won Kim (Editor)

Hardcover | 27 March 2023 | Edition Number 1

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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.

Other Editions and Formats

Paperback

Published: 19th December 2024

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