基于完全和不完全SIC的RSMA遍历和速率分析:一种优化无人机定位的多天线选择方法

IF 2 4区 计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Van Son Nguyen , Anh Le-Thi , Vu Duy Thuan , Chi-Bao Le , Tien Hoa Nguyen , Sang-Quang Nguyen
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引用次数: 0

摘要

速率分割多址(RSMA)已经成为下一代无线网络的一种有前途的多址技术,能够提高频谱效率和干扰管理。本文分析了基于rsma的无人机辅助通信系统在完全和不完全连续干扰消除(SIC)两种情况下的遍历和速率性能。为了优化系统性能,提出了一种基于无人机的空中基站(UAV-BS)的多天线选择策略,并推导了各种网络配置下遍历和速率的封闭解析表达式。此外,提出了一种基于交替优化(AO)的无人机- bs布局策略,以最大限度地提高频谱效率。我们还将分析扩展到高信噪比区域,其中渐近逼近提供了对不完美SIC场景中残余干扰影响的见解。此外,我们引入了能谱效率(ESE)指标,该指标考虑了频谱效率和总功耗,包括无人机推进、射频(RF)传输和电路功耗。仿真结果表明,RSMA显著优于非正交多址(NOMA),特别是在不完美的SIC条件下,同时通过优化功率分配和无人机定位实现卓越的ESE。这些发现为未来无线系统中强大且节能的rsma无人机辅助网络提供了有价值的设计指南。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis of ergodic sum rate in RSMA with perfect and imperfect SIC: A multiple-antenna selection approach for optimizing UAV positioning
Rate-Splitting Multiple Access (RSMA) has emerged as a promising multiple access technique for next-generation wireless networks, enabling enhanced spectral efficiency and interference management. This paper analyzes the ergodic sum-rate performance of an RSMA-enabled unmanned aerial vehicle (UAV)-assisted communication system under both perfect and imperfect successive interference cancellation (SIC) scenarios. To optimize system performance, we propose an antenna selection strategy with multiple antennas at the UAV-based aerial base station (UAV-BS) and derive closed-form analytical expressions for the ergodic sum rate under various network configurations. Furthermore, an alternating optimization (AO)-based UAV-BS placement strategy is developed to maximize spectral efficiency. We also extend the analysis to the high-SNR regime, where asymptotic approximations offer insights into the impact of residual interference in imperfect SIC scenarios. Additionally, we introduce the energy-spectral efficiency (ESE) metric, which accounts for both spectral efficiency and total power consumption, including UAV propulsion, radio frequency (RF) transmission, and circuit power consumption. Simulation results demonstrate that RSMA significantly outperforms Non-Orthogonal Multiple Access (NOMA), particularly under imperfect SIC conditions, while achieving superior ESE through optimized power allocation and UAV positioning. These findings provide valuable design guidelines for robust and energy-efficient RSMA-enabled UAV-assisted networks in future wireless systems.
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来源期刊
Physical Communication
Physical Communication ENGINEERING, ELECTRICAL & ELECTRONICTELECO-TELECOMMUNICATIONS
CiteScore
5.00
自引率
9.10%
发文量
212
审稿时长
55 days
期刊介绍: PHYCOM: Physical Communication is an international and archival journal providing complete coverage of all topics of interest to those involved in all aspects of physical layer communications. Theoretical research contributions presenting new techniques, concepts or analyses, applied contributions reporting on experiences and experiments, and tutorials are published. Topics of interest include but are not limited to: Physical layer issues of Wireless Local Area Networks, WiMAX, Wireless Mesh Networks, Sensor and Ad Hoc Networks, PCS Systems; Radio access protocols and algorithms for the physical layer; Spread Spectrum Communications; Channel Modeling; Detection and Estimation; Modulation and Coding; Multiplexing and Carrier Techniques; Broadband Wireless Communications; Wireless Personal Communications; Multi-user Detection; Signal Separation and Interference rejection: Multimedia Communications over Wireless; DSP Applications to Wireless Systems; Experimental and Prototype Results; Multiple Access Techniques; Space-time Processing; Synchronization Techniques; Error Control Techniques; Cryptography; Software Radios; Tracking; Resource Allocation and Inference Management; Multi-rate and Multi-carrier Communications; Cross layer Design and Optimization; Propagation and Channel Characterization; OFDM Systems; MIMO Systems; Ultra-Wideband Communications; Cognitive Radio System Architectures; Platforms and Hardware Implementations for the Support of Cognitive, Radio Systems; Cognitive Radio Resource Management and Dynamic Spectrum Sharing.
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