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A dynamic trajectory control algorithm for improving the communication throughput and delay in UAV-aided networks

计算机科学 吞吐量 弹道 算法 算法设计 控制(管理) 计算机网络 实时计算 无线 电信 人工智能 天文 物理
作者
Zubair Md. Fadlullah,Daisuke Takaishi,Hiroki Nishiyama,Nei Kato,Ryu Miura
出处
期刊:IEEE Network [Institute of Electrical and Electronics Engineers]
卷期号:30 (1): 100-105 被引量:164
标识
DOI:10.1109/mnet.2016.7389838
摘要

Recently, the UAS has been extensively exploited for data collection from remote and dangerous or inaccessible areas. While most of its existing applications have been directed toward surveillance and monitoring tasks, the UAS can play a significant role as a communication network facilitator. For example, the UAS may effectively extend communication capability to disaster-affected people (who have lost cellular and Internet communication infrastructures on the ground) by quickly constructing a communication relay system among a number of UAVs. However, the distance between the centers of trajectories of two neighboring UAVs, referred to as IUD, plays an important role in the communication delay and throughput. For instance, the communication delay increases rapidly while the throughput is degraded when the IUD increases. In order to address this issue, in this article, we propose a simple but effective dynamic trajectory control algorithm for UAVs. Our proposed algorithm considers that UAVs with queue occupancy above a threshold are experiencing congestion resulting in communication delay. To alleviate the congestion at UAVs, our proposal adjusts their center coordinates and also, if needed, the radius of their trajectory. The performance of our proposal is evaluated through computer-based simulations. In addition, we conduct several field experiments in order to verify the effectiveness of UAV-aided networks.
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