AI Models for Green Communications Towards 6G
نویسندگان
چکیده
Green communications have always been a target for the information industry to alleviate energy overhead and reduce fossil fuel usage. In current 5G future 6G era, there is no doubt that volume of network infrastructure number connected terminals will keep exponentially increasing, which results in surging cost. It becomes growing important urgent drive development green communications. However, inevitably increasingly stringent diversified requirements Quality Service (QoS), security, flexibility, even intelligence, all challenge improvement efficiency. Moreover, dynamic harvesting process, be adopted widely 6G, further complicates power control management. To address these challenges human intervene, Artificial Intelligence (AI) has recognized acknowledged as only solution. Academia conducted extensive research demand, improve efficiency, manage various communication scenarios. this paper, we present main considerations survey related on AI-based We focus how AI techniques are toward era. analyze state-of-the-art Machine Learning (ML) Deep (DL) can cooperate with conventional methods mathematical models algorithm complexity optimize accuracy rate accelerate applications 6G. Finally, discuss existing problems envision emerging
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ژورنال
عنوان ژورنال: IEEE Communications Surveys and Tutorials
سال: 2022
ISSN: ['2373-745X', '1553-877X']
DOI: https://doi.org/10.1109/comst.2021.3130901