Performance analysis and optimization of UAV-assisted NOMA short packet communication systems

IF 4.1 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS ICT Express Pub Date : 2024-04-01 DOI:10.1016/j.icte.2023.08.001
Tran Manh Hoang , Le The Dung , Ba Cao Nguyen , Taejoon Kim
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Abstract

In this paper, we propose and analyze an unmanned aerial vehicle (UAV)-assisted non-orthogonal multiple access (NOMA) short packet communication (SPC) system, where finite-size data packets are transmitted from a UAV to multiple users. The block error rate (BLER), throughput, and energy efficiency (EE) are used as metrics to evaluate the proposed system performance. We adopt the Gaussian-Chebyshev quadrature and the first-order Riemann integral to derive the approximate expressions of BLERs. The accuracy of the derived expressions is verified by presenting that numerical results are perfectly matched with analysis results. We also formulate optimization problems to maximize the throughput with respect to the number of transmitted bits and the altitude of the UAV. Numerical results in this paper provide useful knowledge about the relationships among BLER, throughput, EE, transmitted packet size, the altitude of the UAV, and the Rician factor.

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无人机辅助 NOMA 短数据包通信系统的性能分析与优化
在本文中,我们提出并分析了一种无人机辅助非正交多址(NOMA)短数据包通信(SPC)系统,该系统从无人机向多个用户传输有限大小的数据包。块错误率 (BLER)、吞吐量和能效 (EE) 被用作评估拟议系统性能的指标。我们采用高斯-切比雪夫正交和一阶黎曼积分来推导 BLER 的近似表达式。通过展示数值结果与分析结果的完美匹配,验证了推导表达式的准确性。我们还提出了优化问题,以最大限度地提高与传输比特数和无人机高度相关的吞吐量。本文中的数值结果提供了有关 BLER、吞吐量、EE、传输数据包大小、无人机高度和 Rician 因子之间关系的有用知识。
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来源期刊
ICT Express
ICT Express Multiple-
CiteScore
10.20
自引率
1.90%
发文量
167
审稿时长
35 weeks
期刊介绍: The ICT Express journal published by the Korean Institute of Communications and Information Sciences (KICS) is an international, peer-reviewed research publication covering all aspects of information and communication technology. The journal aims to publish research that helps advance the theoretical and practical understanding of ICT convergence, platform technologies, communication networks, and device technologies. The technology advancement in information and communication technology (ICT) sector enables portable devices to be always connected while supporting high data rate, resulting in the recent popularity of smartphones that have a considerable impact in economic and social development.
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