AI Empowered Resource Management for Future Wireless Networks

Yifei Shen,Jun Zhang,S. H. Song,Khaled B. Letaief

2021 IEEE International Mediterranean Conference on Communications and Networking (MeditCom)（2021）

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摘要

Resource management plays a pivotal role in wireless networks, which, unfortunately, leads to challenging NP-hard problems. Artificial Intelligence (AI), especially deep learning techniques, has recently emerged as a disruptive technology to solve such challenging problems in a real-time manner. However, although promising results have been reported, practical design guidelines and performance gua...

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关键词

Resource management,wireless networks,interpretable neural networks,deep learning,PAC-learning

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