UAV-Assisted Cooperative NOMA and OFDM Communication Systems: Analysis and Optimization

IF 4.7 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC ACS Applied Electronic Materials Pub Date : 2024-02-19 DOI:10.3390/jsan13010018
Thuc Kieu-Xuan, Anh Le-Thi
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Abstract

Utilizing unmanned aerial vehicles (UAVs) to facilitate wireless communication has emerged as a viable and promising strategy to enhance current and prospective wireless systems. This approach offers many advantages by establishing line-of-sight connections, optimizing operational efficiency, and enabling flexible deployment capabilities in various terrains. Thus, in this paper, we investigate UAV communication in a relaying network in which a UAV helps communication between a source and two destination users while flying to a location. To have a complete view of our proposed system, we consider both orthogonal multiple access, such as OFDMs and non-orthogonal multiple access (NOMA) scenarios. Moreover, we apply successive convex optimization (SCO) and the block-coordinate gradient descent (BCGD) for the sum-rate optimization problems to improve the system performance under constraints of total bandwidth and total power at the ground base station and UAV. The experimental results validate that the achievable secrecy rates are notably enhanced using our proposed algorithms and show optimal trends for critical parameters, such as transmit powers, the flight trajectory and speed of the UAV, and resource allocation of OFDM and NOMA.
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无人机辅助合作 NOMA 和 OFDM 通信系统:分析与优化
利用无人驾驶飞行器(UAV)促进无线通信已成为增强当前和未来无线系统的一项可行且前景广阔的战略。这种方法通过建立视距连接、优化运行效率以及在各种地形中实现灵活部署能力,提供了许多优势。因此,在本文中,我们研究了无人机在中继网络中的通信,其中无人机在飞往一个地点时帮助源用户和两个目的地用户之间进行通信。为了全面了解我们提出的系统,我们考虑了正交多址接入(如 OFDM)和非正交多址接入(NOMA)两种情况。此外,在地面基站和无人机的总带宽和总功率的约束下,我们应用连续凸优化(SCO)和块坐标梯度下降(BCGD)来解决总速率优化问题,以提高系统性能。实验结果验证了我们提出的算法显著提高了可实现的保密率,并显示出发射功率、无人机飞行轨迹和速度以及 OFDM 和 NOMA 资源分配等关键参数的最佳趋势。
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来源期刊
CiteScore
7.20
自引率
4.30%
发文量
567
期刊介绍: ACS Applied Electronic Materials is an interdisciplinary journal publishing original research covering all aspects of electronic materials. The journal is devoted to reports of new and original experimental and theoretical research of an applied nature that integrate knowledge in the areas of materials science, engineering, optics, physics, and chemistry into important applications of electronic materials. Sample research topics that span the journal's scope are inorganic, organic, ionic and polymeric materials with properties that include conducting, semiconducting, superconducting, insulating, dielectric, magnetic, optoelectronic, piezoelectric, ferroelectric and thermoelectric. Indexed/​Abstracted: Web of Science SCIE Scopus CAS INSPEC Portico
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