TY - JOUR
T1 - A dynamic trajectory control algorithm for improving the communication throughput and delay in UAV-aided networks
AU - Fadlullah, Zubair Md
AU - Takaishi, Daisuke
AU - Nishiyama, Hiroki
AU - Kato, Nei
AU - Miura, Ryu
N1 - Publisher Copyright:
© 2016 IEEE.
PY - 2016/1/1
Y1 - 2016/1/1
N2 - 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.
AB - 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.
KW - Communication networks
KW - Communication system security
KW - Delays
KW - Heuristic algorithms
KW - Trajectory
KW - Transceivers
UR - http://www.scopus.com/inward/record.url?scp=84961989542&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84961989542&partnerID=8YFLogxK
U2 - 10.1109/MNET.2016.7389838
DO - 10.1109/MNET.2016.7389838
M3 - Article
AN - SCOPUS:84961989542
SN - 0890-8044
VL - 30
SP - 100
EP - 105
JO - IEEE Network
JF - IEEE Network
IS - 1
M1 - 7389838
ER -