在 HetNets 中采用自适应 OMA/NOMA 的高能效 JT-CoMP 启用框架

IF 4.4 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Computer Networks Pub Date : 2024-08-22 DOI:10.1016/j.comnet.2024.110733
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引用次数: 0

摘要

下一代无线网络对更高数据速率和更高能效(EE)的需求日益增长,这就要求优化选择多址接入和协调技术。一种支持正交多址接入(OMA)/非正交多址接入(NOMA)的混合联合传输(JT)-协调多点(CoMP)技术,将CoMP NOMA的频谱效率(SE)和容量优势与CoMP OMA的干扰缓解相结合,为未来无线网络提供了一种适应性很强的解决方案。本文研究了 CoMP/非 CoMP 选择、OMA/NOMA 选择、功率分配和用户配对的联合优化,目标是最大化网络中的能效。我们提出了一种动态 CoMP 用户选择与高能效自适应多路访问(DCEAMA)算法来解决所提出的问题。我们的蒙特卡罗模拟显示,DCEAMA 在 EE 方面超过了纯 CoMP OMA 和 CoMP NOMA 方案,平均增幅分别为 38% 和 26%。我们将启发式技术与穷举搜索策略进行了比较,以评估其效率。研究结果表明,我们的策略能在不同功率水平下产生可比的 EE,同时降低了计算复杂度。
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An energy-efficient JT-CoMP enabled framework with adaptive OMA/NOMA in HetNets

The increasing demand for higher data rates and improved energy efficiency (EE) in next-generation wireless networks necessitates the optimized selection of multiple-access and coordination techniques. A hybrid joint transmission (JT)-coordinated multi-point (CoMP) enabled orthogonal multiple access (OMA)/non-orthogonal multiple access (NOMA) technique, combining the spectral efficiency (SE) and capacity benefits of CoMP NOMA with the interference mitigation of CoMP OMA, offers a highly adaptable solution for future wireless networks. This paper studies the joint optimization of CoMP/non-CoMP selection, OMA/NOMA selection, power allocation, and user pairing, with the objective of maximizing the EE in the network. A Dynamic CoMP user selection with energy-efficient adaptive multiple access (DCEAMA) algorithm to solve the formulated problem is proposed. Our Monte Carlo simulations show that the DCEAMA surpasses both the pure CoMP OMA and CoMP NOMA schemes in terms of EE, with an average increase of 38% and 26% respectively. We compare our heuristic technique to an exhaustive search strategy to evaluate its efficiency. The findings indicate that our strategy produces comparable EE across various power levels with reduced computational complexity.

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来源期刊
Computer Networks
Computer Networks 工程技术-电信学
CiteScore
10.80
自引率
3.60%
发文量
434
审稿时长
8.6 months
期刊介绍: Computer Networks is an international, archival journal providing a publication vehicle for complete coverage of all topics of interest to those involved in the computer communications networking area. The audience includes researchers, managers and operators of networks as well as designers and implementors. The Editorial Board will consider any material for publication that is of interest to those groups.
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