基于Alamouti空时分组编码的集群下行NOMA网络联合天线选择与功率分配

IF 1.7 4区 计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Reem T. Akasha, Mohammed W. Baidas
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引用次数: 0

摘要

研究了基于Alamouti空时分组编码(STBC)的集群下行链路非正交多址(NOMA)网络的联合天线选择和功率分配问题。从本质上讲,其目的是为每个用户集群分配一对天线并进行功率分配,以最大限度地提高网络和速率,同时满足所有用户的服务质量(QoS)要求。然而,这个问题是非凸的,计算成本很高。然后,它被分成两个子问题;天线的选择,以及在每个(用户群,天线对)组合上的功率分配,然后通过两个阶段的求解过程进行求解。阶段1采用稳定婚姻匹配算法解决天线选择问题,将功率分配问题重新表述为凹最大化问题。在第二阶段,设计交换匹配算法以保证稳定性并进一步提高网络和速率。仿真结果表明,与全局最优的J-AS-PA方案相比,所提出的求解过程达到了接近最优的网络求和速率,并优于基于oma的网络。不仅如此,基于alamouti的方案将被证明优于传统的非alamouti STBC方案,这是由于空间多样性的增益。最后,研究了不完全连续干扰抵消(SIC)和信道状态信息(CSI)的影响,其中基于alamouti的方案对SIC和CSI误差的鲁棒性优于其他基准方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Joint Antenna Selection and Power Allocation for Clustered Downlink NOMA Networks With Alamouti Space-Time Block Coding

In this paper, the problem of joint antenna selection and power allocation (J-AS-PA) for Alamouti space-time block coding (STBC)-based clustered downlink nonorthogonal multiple-access (NOMA) networks is considered. Essentially, the aim is to assign a pair of antennas to each user cluster and perform power allocation to maximize the network sum-rate, while satisfying quality-of-service (QoS) requirements for all users. However, the problem is nonconvex and computationally-expensive. In turn, it is split into two subproblems; antenna selection, and power allocation over each (user cluster, antenna pairs) combination, and then solved via a two-stage solution procedure. In Stage 1, antenna selection is solved using the stable marriage matching algorithm, whereas the power allocation problem is reformulated as a concave maximization problem. In Stage 2, a swap matching algorithm is devised to ensure stability and further improve the network sum-rate. Simulation results illustrate that the proposed solution procedure achieves a near-optimal network sum-rate in comparison with the global optimal J-AS-PA scheme, and is superior to the OMA-based network. Not only that, but the Alamouti-based schemes will be shown to outperform the conventional non-Alamouti STBC counterpart schemes, which is due to the spatial-diversity gains. Lastly, light is shed on the effect of imperfect successive interference cancellation (SIC) and channel state information (CSI), where the Alamouti-based schemes demonstrate more robustness against SIC and CSI errors than other benchmark schemes.

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来源期刊
CiteScore
5.90
自引率
9.50%
发文量
323
审稿时长
7.9 months
期刊介绍: The International Journal of Communication Systems provides a forum for R&D, open to researchers from all types of institutions and organisations worldwide, aimed at the increasingly important area of communication technology. The Journal''s emphasis is particularly on the issues impacting behaviour at the system, service and management levels. Published twelve times a year, it provides coverage of advances that have a significant potential to impact the immense technical and commercial opportunities in the communications sector. The International Journal of Communication Systems strives to select a balance of contributions that promotes technical innovation allied to practical relevance across the range of system types and issues. The Journal addresses both public communication systems (Telecommunication, mobile, Internet, and Cable TV) and private systems (Intranets, enterprise networks, LANs, MANs, WANs). The following key areas and issues are regularly covered: -Transmission/Switching/Distribution technologies (ATM, SDH, TCP/IP, routers, DSL, cable modems, VoD, VoIP, WDM, etc.) -System control, network/service management -Network and Internet protocols and standards -Client-server, distributed and Web-based communication systems -Broadband and multimedia systems and applications, with a focus on increased service variety and interactivity -Trials of advanced systems and services; their implementation and evaluation -Novel concepts and improvements in technique; their theoretical basis and performance analysis using measurement/testing, modelling and simulation -Performance evaluation issues and methods.
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