Toward Facilitating Power Efficient URLLC Systems in UAV Networks Under Jittering

被引:9
|
作者
Ranjha, Ali [1 ]
Javed, Muhammad Awais [2 ]
Piran, Md. Jalil [3 ]
Asif, Muhammad [4 ]
Hussien, Mostafa [1 ]
Zeadally, Sherali [5 ]
Frnda, Jaroslav [6 ,7 ]
机构
[1] Polytech Montreal, Dept Elect Engn, Montreal, PQ H3C 1K3, Canada
[2] COMSATS Univ Islamabad, Dept Elect & Comp Engn, Islamabad 45550, Pakistan
[3] Sejong Univ, Dept Comp Sci & Elect Engn, Seoul, South Korea
[4] Shenzhen Univ, Coll Elect & Informat Engn, Guangdong Key Lab Intelligent Informat Proc, Shenzhen 518060, Guangdong, Peoples R China
[5] Univ Kentucky, Coll Commun & Informat, Lexington, KY 40506 USA
[6] Univ Zilina, Fac Operat & Econ Transport & Commun, Dept Quantitat Methods & Econ Informat, Zilina 01026, Slovakia
[7] VSB Tech Univ Ostrava, Fac Elect Engn & Comp Sci, Dept Telecommun, Ostrava 70800, Czech Republic
关键词
Autonomous aerial vehicles; Ultra reliable low latency communication; Uncertainty; Resource management; Atmospheric modeling; 6G mobile communication; Downlink; Imperfect CSI; power efficient; resource allocation; unmanned aerial vehicles (UAVs); UAV jittering; URLLC; ALGORITHM;
D O I
10.1109/TCE.2023.3305550
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
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.
引用
收藏
页码:3031 / 3041
页数:11
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