Efficient Resource Allocation Utilizing Q-Learning in Multiple UA Communications
作者： Yuichi Kawamoto , Hiroaki Takagi , Hiroki Nishiyama , Nei Kato
DOI: 10.1109/TNSE.2018.2842246
关键词:
摘要: In recent years, unmanned aircraft systems (UASs) have garnered significant attention, and the demand for communication utilizing aircrafts (UAs) has increased. However, limited available frequency UA communication, despite increasing utilization, poses a problem. Moreover, practical application of changes differences in propagation environment each must be considered because variety supposed services, considerable interference caused by obstacles reflected waves, due to high mobility. this research, we construct management system at UAS operating frequency, with reference physical channel configuration LTE Sidelink, Q-Learning. addition, determine effectiveness proposed method evaluating various propagation-environment scenarios demands.
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