Design of Power Allocation and Device Grouping in PD-NOMA Communication Systems

IF 6.9 2区 计算机科学 Q1 TELECOMMUNICATIONS
Min Hua;Jianan Wei;Cong Zhang;Zhongqiu Wu;Yadong Ru;Xiaoming Liu;Yijin Zhang;Wen Zhou
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Abstract

Power domain non-orthogonal multiple access (PD-NOMA) is considered an effective means of enabling massive connectivity and improving spectral efficiency in next-generation (6G) wireless communication networks, particularly for the massive Internet of Things (mIoT). This paper optimizes power allocation and device grouping to address energy efficiency and resource scarcity challenges. We investigate optimal power allocation under two distinct successive interference cancellation (SIC) decoding orders at the receiver, incorporating constraints on limited transmit power, quality of service (QoS), and SIC decoding requirements. Using Karush-Kuhn-Tucker (KKT) conditions, we derive rigorous criteria for grouping IoT devices on shared subchannels and determine their optimal power coefficients. Analytical results prove that channel-gain-ascending SIC maximizes downlink subchannel capacity, while channel-gain-descending SIC optimizes uplink performance. Furthermore, we propose a resource-efficient device grouping scheme that reduces the required number of orthogonal subchannels compared to conventional orthogonal multiple access (OMA). Simulations demonstrate that the proposed scheme not only conserves the number of orthogonal subchannels compared to the OMA system, but also exhibits superior overall system capacity. This work directly contributes to energy-efficient resource management in sustainable IoT communications by minimizing spectral resources and enhancing network longevity.
PD-NOMA通信系统中功率分配与设备分组设计
功率域非正交多址(PD-NOMA)被认为是实现下一代(6G)无线通信网络大规模连接和提高频谱效率的有效手段,特别是对于大规模物联网(mIoT)。本文优化了功率分配和设备分组,以解决能源效率和资源稀缺的挑战。我们研究了接收器在两种不同的连续干扰消除(SIC)解码顺序下的最优功率分配,结合有限的发射功率、服务质量(QoS)和SIC解码要求的约束。利用Karush-Kuhn-Tucker (KKT)条件,我们导出了在共享子信道上分组物联网设备的严格标准,并确定了它们的最佳功率系数。分析结果表明,信道增益递增SIC使下行子信道容量最大化,而信道增益递减SIC使上行性能最优。此外,我们提出了一种资源高效的设备分组方案,与传统的正交多址(OMA)相比,该方案减少了所需的正交子信道数量。仿真结果表明,与OMA系统相比,该方案不仅节省了正交子信道的数量,而且具有更好的系统整体容量。这项工作通过最大限度地减少频谱资源和提高网络寿命,直接有助于可持续物联网通信的节能资源管理。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IEEE Transactions on Green Communications and Networking
IEEE Transactions on Green Communications and Networking Computer Science-Computer Networks and Communications
CiteScore
9.30
自引率
6.20%
发文量
181
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