增强型混合 TIM-TDMA,在公平约束条件下实现总吞吐量最大化

IF 6.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Open Journal of the Communications Society Pub Date : 2024-10-14 DOI:10.1109/OJCOMS.2024.3480325
David Jia;Xavier Leturc;Christophe J. Le Martret;Mohamad Assaad
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引用次数: 0

摘要

本文探讨了在单输入单输出(SISO)的频率平坦瑞利衰减信道下运行的 ad hoc 网络中的拓扑干扰管理(TIM)问题。假定节点可以访问直接链路和干扰链路的统计信道状态信息,我们引入了拓扑干扰管理的扩展,称为增强型拓扑干扰管理(eTIM),当所有节点在同一信道上通信时,它能最大化预期平均和速率(EASR)的近似值。eTIM 的缺点是公平性较差。在本文中,我们所说的公平性是指确保每个用户的最低平均数据传输速率。为了解决这个问题,我们对 TIM 进行了第二次扩展,称为 eTIM-hybrid ,将 eTIM 与时分多址(TDMA)相结合,以提高 EASR 和用户公平性。eTIM-hybrid 的主要思想是将链路分为两组:一组是应用 eTIM 的 "好链路",另一组是使用 TDMA 的 "坏链路"。随后,调度优化阶段将优化给定帧内每个链路的时间分配。我们提供了调度优化最优解的闭式表达,以最大化 eTIM-hybrid 的 EASR,同时确保网络中每个链路的预期平均最小用户速率(EAMUR)。此外,我们将一种新颖的信道分配策略与 eTIM-hybrid 结合,将 eTIM-hybrid 扩展到有两个可用信道的场景,并将这种方法称为联合信道分配 eTIM-hybrid (JCA-eTIM-hy)。数值结果表明,eTIM-hybrid 和 JCA-eTIM-hy 在各种场景下的 EASR 都优于模拟的最先进方法,同时满足 EAMUR 约束。
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Enhanced Hybrid TIM-TDMA to Maximize the Total Throughput With Fairness Constraints
This paper addresses the problem of topological interference management (TIM) in ad hoc networks operating under a frequency-flat Rayleigh fading channel in single-input single-output (SISO). Assuming that the nodes have access to the statistical channel state information of the direct and interfering links, we introduce an extension of TIM referred to as enhanced TIM (eTIM) that maximizes an approximation of the expected average sum rate (EASR) when all the nodes communicate on the same channel. The drawback of eTIM is that it leads to poor fairness. By fairness, we mean in this paper ensuring a minimum average data rate for each user. To address this issue, we provide a second extension of the TIM, called eTIM-hybrid, by combining eTIM with time-division multiple access (TDMA) to improve both the EASR and the user fairness. The main idea of eTIM-hybrid involves partitioning the links into two groups: the “good links” on which we apply eTIM and “bad links” on which TDMA is used. Subsequently, a scheduling optimization phase optimizes the time allocation for each link within a given frame. We provide the closed-form expression of the optimal solution of the scheduling optimization to maximize eTIM-hybrid’s EASR while ensuring an expected average minimum user rate (EAMUR) for each link in the network. Additionally, we extend eTIM-hybrid to scenarios with two available channels by combining a novel channel allocation strategy with eTIM-hybrid, and called this method joint channel allocation eTIM-hybrid (JCA-eTIM-hy). Numerical results show that both eTIM-hybrid and JCA-eTIM-hy outperform the simulated state-of-the-art approaches in various scenarios in terms of EASR while satisfying an EAMUR constraint.
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来源期刊
CiteScore
13.70
自引率
3.80%
发文量
94
审稿时长
10 weeks
期刊介绍: The IEEE Open Journal of the Communications Society (OJ-COMS) is an open access, all-electronic journal that publishes original high-quality manuscripts on advances in the state of the art of telecommunications systems and networks. The papers in IEEE OJ-COMS are included in Scopus. Submissions reporting new theoretical findings (including novel methods, concepts, and studies) and practical contributions (including experiments and development of prototypes) are welcome. Additionally, survey and tutorial articles are considered. The IEEE OJCOMS received its debut impact factor of 7.9 according to the Journal Citation Reports (JCR) 2023. The IEEE Open Journal of the Communications Society covers science, technology, applications and standards for information organization, collection and transfer using electronic, optical and wireless channels and networks. Some specific areas covered include: Systems and network architecture, control and management Protocols, software, and middleware Quality of service, reliability, and security Modulation, detection, coding, and signaling Switching and routing Mobile and portable communications Terminals and other end-user devices Networks for content distribution and distributed computing Communications-based distributed resources control.
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