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portada Data-Driven Intelligence in Wireless Networks
Type
Physical Book
Illustrated by
Publisher
Author
Language
English
Pages
252
Format
Hardcover
Dimensions
23.4 x 15.6 x 1.6 cm
Weight
0.55 kg.
ISBN13
9781032100371
Edition No.
1
Categories

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.

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