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Energy-Efficient Decoupled Access Scheme for Cellular-Enabled UAV Communication Systems

  • Yao Shi*
  • , Emad Alsusa
  • , Mohammed W. Baidas
  • *Corresponding author for this work
  • University of Manchester
  • Kuwait University

Research output: Contribution to journalArticlepeer-review

Abstract

This article proposes a decoupled access scheme with enhanced energy efficiency (EE) for cellular networks serving a mix of randomly distributed ground and areal users. While unmanned aerial vehicles (UAVs) benefit from line-of-sight (LOS) dominant channels with their serving base-stations (BSs), their omnidirectional antennas could cause high interference to ground users (GUEs). To overcome this, a downlink (DL) and uplink (UL) decoupled (DUDe) access scheme is proposed in which the UAVs' control and nonpayload communication links are separated from the high-capacity data links by connecting to different BSs and transmitting over different frequency bands in the UL and DL directions. The GUE-BS channels are also decoupled in tandem to minimize interference. Moreover, as battery life is a major constraint for UL transmissions, an optimal low-complexity power allocation algorithm - based on fractional programming and successive convex approximation - is proposed for optimizing the EE of this DUDe scheme. Our numerical results demonstrate that the proposed scheme can achieve several times higher sum-rates in both UL and DL directions than its coupled benchmark counterparts. Moreover, it will be shown that in addition to improving the GUE sum-rate by 15%, the devised power allocation algorithm achieves twice higher GUE EE than conventional fractional power control.

Original languageEnglish
Pages (from-to)701-712
Number of pages12
JournalIEEE Systems Journal
Volume16
Issue number1
DOIs
StatePublished - 1 Mar 2022
Externally publishedYes

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 7 - Affordable and Clean Energy
    SDG 7 Affordable and Clean Energy

Keywords

  • Cellular-enabled UAV communication
  • Downlink and uplink decoupling
  • Fractional programming
  • Millimeter wave

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