基于室内多色 VLC-WiFi 异构网络干扰控制的多小区资源分配机制

IF 4.7 2区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Transactions on Network and Service Management Pub Date : 2024-07-25 DOI:10.1109/TNSM.2024.3432148
Huanlin Liu;Yang Hu;Yong Chen;Haonan Chen;Bingchuan Huang;Huiling Zhou;Shiqi Yi
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引用次数: 0

摘要

基于多色可见光通信(VLC)和无线保真(WiFi)的异构网络被认为是实现未来 6G 移动通信容量目标的关键技术。然而,多小区可见光通信场景中的小区间干扰(ICI)模式会降低异构网络的性能。为解决这一问题,本文提出了一种基于干扰控制的多小区资源分配机制(MCRAMIC),包括准备阶段和执行阶段。首先,根据不同用户设备(UE)的不同位置和数据速率要求,提出了基于干扰规避的 VLC 接入点(AP)选择算法和基于 UE 要求的 UE 优先级评估算法;然后,根据影响因素和优先级因素,提出了基于干扰控制的多小区资源分配算法。根据该算法,首先确定 UE 的候选 VLC AP 集,然后依次为 UE 选择 VLC AP 和光波频段。同时,将部分 UE 连接到 WiFi AP。最后,进一步为 UE 分配光波频段。数值结果表明,在系统吞吐量、UE满意度和服务公平性方面,所提出的MCRAMIC优于基于链路冲突图(LCG)的集中式资源分配算法和基于超图理论的资源分配算法。
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Multi-Cell Resource Allocation Mechanism Based on Interference Control in Indoor Multicolor VLC-WiFi Heterogeneous Networks
Heterogeneous networks based on multicolor visible light communication (VLC) and wireless fidelity (WiFi) have been considered as a key technology to achieve the capacity target in the future 6G mobile communication. However, the inter-cell interference (ICI) pattern in the multi-cell VLC scenario degrades the performance of the heterogeneous networks. To solve this problem, a multi-cell resource allocation mechanism based on interference control (MCRAMIC) is proposed, which includes a preparatory phase and an execution phase. Firstly, according to the different locations and data rate requirements of varied user equipments (UEs), the VLC access point (AP) selection algorithm based on interference avoidance and the UE priority assessment algorithm based on the requirement of UE are proposed.Then, according to the influence factor and priority factor, the multi-cell resource allocation algorithm based on interference control is proposed. According to the algorithm, the candidate VLC AP sets of the UEs are determined firstly, and the VLC APs and lightwave bands are selected for the UEs in turn. Meanwhile, some UEs are connected to the WiFi AP. Finally, the lightwave bands are further allocated to the UEs. Numeric results show that the proposed MCRAMIC outperforms the centralized resource allocation algorithm based on link conflict graph (LCG) and the resource allocation algorithm based on hypergraph theory in terms of the system throughput, UE satisfaction and service fairness.
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来源期刊
IEEE Transactions on Network and Service Management
IEEE Transactions on Network and Service Management Computer Science-Computer Networks and Communications
CiteScore
9.30
自引率
15.10%
发文量
325
期刊介绍: IEEE Transactions on Network and Service Management will publish (online only) peerreviewed archival quality papers that advance the state-of-the-art and practical applications of network and service management. Theoretical research contributions (presenting new concepts and techniques) and applied contributions (reporting on experiences and experiments with actual systems) will be encouraged. These transactions will focus on the key technical issues related to: Management Models, Architectures and Frameworks; Service Provisioning, Reliability and Quality Assurance; Management Functions; Enabling Technologies; Information and Communication Models; Policies; Applications and Case Studies; Emerging Technologies and Standards.
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