3D Trajectory Optimization for Fixed-Wing UAV-enabled Wireless Network

Alessandro Visintini, Tharindu D.Ponnimbaduge Perera, Dushantha Nalin K. Jayakody

Research output: Contribution to journalArticlepeer-review

Abstract

Unmanned aerial vehicles (UAVs) is a promising technology for the next-generation communication systems. In this paper, a fixed-wing UAV is considered to enhance the connectivity for far-users at the coverage region of an overcrowded base station (BS). In particular, a three dimensions (3D) UAV trajectory is optimized to improve the overall energy efficiency of the communication system by considering the system throughput and the UAV’s energy consumption for a given finite time horizon. The solutions for the proposed optimization problem are derived by applying Lagrangian optimization and using an algorithm based on successive convex iteration techniques. Numerical results demonstrate that by optimizing the UAV’s trajectory in the 3D space, the proposed system design achieves significantly higher energy efficiency with the gain reaching up to 20bitsJ-1 compared to the 14bitsJ-1 maximum gain achieved by the 2D space trajectory. Further, results reveal that the proposed algorithm converge earlier in 3D space trajectory compare to the 2D space trajectory.

Original languageEnglish
JournalIEEE Access
DOIs
Publication statusAccepted/In press - 2021

Keywords

  • 5G
  • Communication systems
  • Energy consumption
  • Energy efficiency
  • Propulsion
  • sequential convex optimization
  • Three-dimensional displays
  • trajectory optimization
  • Two dimensional displays
  • UAV communication
  • Unmanned aerial vehicles
  • Wireless sensor networks

ASJC Scopus subject areas

  • Computer Science(all)
  • Materials Science(all)
  • Engineering(all)

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