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Driving 5G Mobile Communications with Artificial Intelligence towards 6G (Hardcover)
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Driving 5G Mobile Communications with Artificial Intelligence towards 6G (Hardcover)
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- provides some fundamental concepts related to 5G networks and the
5G NR signal processing. A review of AI and state of the art
machine learning techniques is also given. - deals with the 5G/6G
and AI enabled applications such as AR/VR, autonomous vehicles,
mobile multimedia services, context aware communications,
Industrial IoT and security. -elaborates on how AI techniques can
enhance network and traffic management in 5G/6G networks. These
include AI based mobility management, routing, scheduling, network
performance optimization and even energy efficiency. -discusses the
application of AI to 5G/6G NR signal processing and also the air
interface. AI and deep learning techniques for channel coding,
automatic modulation detection, channel estimation and equalization
as well as spectrum management are presented with a view to
highlight the benefits of using AI as compared to traditional
techniques.
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