Artificial Intelligence Aided Next-Generation Networks Relying on UAVs
نویسندگان
چکیده
In this article, we propose artificial intelligence (AI) enabled unmanned aerial vehicle (UAV) aided wireless networks (UAWN) for overcoming the challenges imposed by random fluctuation of channels, blocking and user mobility effects. UAWN, multiple UAVs are employed as base stations, which capable promptly adapting to randomly fluctuating environment collecting information about users' position tele-traffic demands, learning from acting upon satisfaction level feedback received users. Moreover, AI enables interaction among a swarm cooperative optimization system. As benefit framework, several conventional UAWN may be circumvented, leading enhanced network performance, improved reliability agile adaptivity. further benefit, dynamic trajectory design resource allocation demonstrated. Finally, potential research opportunities discussed.
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ژورنال
عنوان ژورنال: IEEE Wireless Communications
سال: 2021
ISSN: ['1558-0687', '1536-1284']
DOI: https://doi.org/10.1109/mwc.001.2000174