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Energy Efficient Resource Allocation and Trajectory Design for Multi-UAV-Enabled Wireless Networks

  • School of Electronics and Information Engineering, Harbin Institute of Technology
  • Peng Cheng Laboratory
  • Harbin Institute of Technology Shenzhen
  • University of Windsor

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Unmanned aerial vehicles (UAVs) have been a provision for future wireless networks. However, limited backhaul capacity and power are bottlenecks for deployment and control of UAVs. To tackle these challenges, we propose a cache-enabled UAV networks to store popular files proactively to serve ground users and alleviate the backhaul burden. Taking account of the limited battery capacity, we propose an energy-efficient resource allocation and trajectory design algorithm to maximize the minimum achievable throughput among users. The formulated problem is a non-convex and mixed-integer optimization problem. To facilitate dealing with it, we decouple it into three subproblems and alternately solve them by jointly optimizing cache placement, transmit power, bandwidth allocation, and trajectory using successive convex approximation and block coordinate decent. The algorithm is proved to converge after finite steps of iterations. Numerical results reveal that our algorithm outperforms several baselines in terms of achievable throughput.

Original languageEnglish
Title of host publication2021 IEEE International Conference on Communications Workshops, ICC Workshops 2021 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781728194417
DOIs
StatePublished - Jun 2021
Externally publishedYes
Event2021 IEEE International Conference on Communications Workshops, ICC Workshops 2021 - Virtual, Online
Duration: 14 Jun 202123 Jun 2021

Publication series

Name2021 IEEE International Conference on Communications Workshops, ICC Workshops 2021 - Proceedings

Conference

Conference2021 IEEE International Conference on Communications Workshops, ICC Workshops 2021
CityVirtual, Online
Period14/06/2123/06/21

Keywords

  • Cache placement
  • Energy efficient
  • Resource allocation
  • Throughput enhancement
  • Trajectory design
  • UAV communication

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