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商品詳細
Data-Driven Intelligence in Wireless Networks: Concepts, Solutions, and Applications.
・ISBN 978-1-032-10037-1 hard GB£ 124.99
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| 著者・編者 | Afzal, Muhammad Khalil / Ateeq, Muhammad / Won Kim, Sung (eds.), |
|---|---|
| 出版社 | (CRC Press, UK) |
| 出版年月 | 2023 |
| ページ数 | 252 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A01-66121＞ |
解説
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.