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

Zubair Md Fadlullah, Daisuke Takaishi, Hiroki Nishiyama, Nei Kato, Ryu Miura

Research output: Contribution to journalArticle

98 Citations (Scopus)

Abstract

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.

Original languageEnglish
Article number7389838
Pages (from-to)100-105
Number of pages6
JournalIEEE Network
Volume30
Issue number1
DOIs
Publication statusPublished - 2016 Jan 1

Keywords

  • Communication networks
  • Communication system security
  • Delays
  • Heuristic algorithms
  • Trajectory
  • Transceivers

ASJC Scopus subject areas

  • Software
  • Information Systems
  • Hardware and Architecture
  • Computer Networks and Communications

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