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5G network has initially adopted AI technology for network optimization, resource allocation, and interference coordination according to its assigned mission.
This paper introduces the AI/ML based systems and platforms in mobile communication networks, and expounds its existing research directions from the ...
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Oct 13, 2022 · With fingerprinting, AI is used to optimize positioning and localization for wireless networks by mapping disruptions to propagation patterns in ...
AI algorithms have been successfully supporting big data analytics, efficient parameter estimation, and interactive decision making and have shown compelling ...
Aug 25, 2023 · AI is the key to unlock optimised access, performance and resource use in wireless systems as their complexity increasingly exceeds conventional ...
Mar 16, 2022 · Relying on computer technology, this work embeds neural network and wireless network into optimization for college education resources. The ...
May 30, 2024 · Then, this work provides a comprehensive review of state-of-the-art studies and GAI applications in network management, wireless security, ...
May 25, 2022 · AI is enhancing wireless communications. Channel models are central to our wireless design, especially for building and evaluating ML solutions.
May 31, 2024 · A sophisticated AI will be required for next-generation wireless networks to automate information delivery between smart applications ...
May 11, 2023 · For example, AI could be used to optimize the power consumption of the network by turning on and off components based on real-time operating ...