Toward Facilitating Power Efficient URLLC Systems in UAV Networks under Jittering

Ali Ranjha, Muhammad Awais Javed, Md Jalil Piran, Muhammad Asif, Mostafa Hussien, Sherali Zeadally, Jaroslav Frnda

Research output: Contribution to journalArticlepeer-review

21 Scopus citations

Abstract

Consumer electronics can support sixth-generation (6G) systems and their services, including ultra-reliable and low-latency communications (URLLC). In this context, unmanned aerial vehicles (UAVs) have become increasingly popular because they can: be dynamically positioned, take advantage of channel gains, and communicate directly via line-of-sight. UAVs, on the other hand, are unable to maintain a stable flight for prolonged periods of time and suffer from jittering impairments caused by strong winds. As a result of atmospheric conditions and environmental interference, the perfect channel state information (CSI) becomes obsolete. The aim of this study is to propose a power-efficient resource allocation scheme for URLLC-enabled UAV communication systems under finite block lengths, imperfect CSIs, and adverse jittering effects caused by wind. This involves optimizing UAV positioning and blocklength distribution together. Additionally, we propose a perturbation-based semidefinite programming (SDP) approach to reduce the sum power and demonstrate that it outperforms fixed benchmark algorithms. As such, it can reach power savings up to 77.18% compared to fixed benchmark algorithms. Our extensive simulation results demonstrate that our approach performs similarly to the exhaustive search and has low complexity. Thus, the proposed method thus provides a practical power-efficient URLLC implementation for memory-constrained UAV networks.

Original languageEnglish
Pages (from-to)3031-3041
Number of pages11
JournalIEEE Transactions on Consumer Electronics
Volume70
Issue number1
DOIs
StatePublished - Feb 1 2024

Bibliographical note

Publisher Copyright:
© 1975-2011 IEEE.

Funding

This work was supported in part by the European Union within the REFRESH Project-Research Excellence For REgion Sustainability and High-tech Industries of the European Just Transition Fund under Grant CZ.10.03.01/00/22-003/0000048; in part by the Ministry of Education, Youth and Sports of the Czech Republic (MEYS CZ) through the e-INFRA CZ Project under Grant 90254; and in part by the MEYS CZ within the Project SGS conducted by the VSB-Technical University of Ostrava under Grant SP 7/2023.

FundersFunder number
European CommissionCZ.10.03.01/00/22-003/0000048
Ministerstvo Školství, Mládeže a Tělovýchovy90254
Vysoká Škola Bánská - Technická Univerzita OstravaSP 7/2023

    Keywords

    • Imperfect CSI
    • UAV jittering
    • URLLC
    • power efficient
    • resource allocation
    • unmanned aerial vehicles (UAVs)

    ASJC Scopus subject areas

    • Media Technology
    • Electrical and Electronic Engineering

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