基于协作博弈的eICIC异构网络资源分配方案

IF 2 Q3 TELECOMMUNICATIONS
Sungwook Kim
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引用次数: 0

摘要

异构网络(HetNet)被认为是提高通信容量最有前途的方法。然而,由于内部干扰的存在,使得网络控制问题变得十分困难。最近,增强型小区间干扰协调(eICIC)技术被引入,它提供了几个优点,包括在宏小区和嵌入式小小区之间更公平的流量负载分配。在本文中,我们设计了一种新的基于eicic的HetNet资源分配方案。我们提出的方案被制定为一个联合合作博弈来处理冲突的需求。采用Kalai和Smorodinsky解决方案(KSS)、多准则Kalai和Smorodinsky解决方案(MCKSS)和顺序Raiffa解决方案(SRS)的思想,开发了一种用于不同基站间自适应资源共享的混合控制算法。为了有效地调整eICIC分数率,以交互的方式应用MCKSS和SRS的概念。对于HetNet中的移动设备,分配的资源采用KSS的思想进行分配。该算法的核心思想是将原来的竞争问题转化为层次合作问题,以达到社会最优结果。该方法的主要新颖之处在于其在动态HetNet环境下达成互惠共识的灵活性。详尽的系统模拟说明了不同维度上的性能增益,例如系统吞吐量、设备收益和设备之间的公平性。通过与其他三种现有eICIC控制协议的比较,充分证明了该方案的优越性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Cooperative Game-Based Resource Allocation Scheme for Heterogeneous Networks with eICIC Technology
Heterogeneous network (HetNet) is considered to be the most promising approach for increasing communication capacity. However, HetNet control problems are difficult due to their intertier interference. Recently, the enhanced intercell interference coordination (eICIC) technology is introduced to offer several benefits, including a more equitable traffic load distribution across the macro and embedded small cells. In this paper, we design a new resource allocation scheme for the eICIC-based HetNet. Our proposed scheme is formulated as a joint cooperative game to handle conflicting requirements. By adopting the ideas of Kalai and Smorodinsky solution (KSS), multicriteria Kalai and Smorodinsky solution (MCKSS), and sequential Raiffa solution (SRS), we develop a hybrid control algorithm for an adaptive resource sharing between different base stations. To effectively adjust the eICIC fraction rates, the concepts of MCKSS and SRS are applied in an interactive manner. For mobile devices in the HetNet, the assigned resource is distributed by using the idea of KSS. The key insight of our algorithm is to translate the originally competitive problem into a hierarchical cooperative problem to reach a socially optimal outcome. The main novelty of our approach is its flexibility to reach a reciprocal consensus under dynamic HetNet environments. Exhaustive system simulations illustrate the performance gains along different dimensions, such as system throughput, device payoff, and fairness among devices. The superiority of our proposed scheme is fully demonstrated in comparison with three other existing eICIC control protocols.
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来源期刊
CiteScore
5.30
自引率
5.00%
发文量
18
审稿时长
15 weeks
期刊介绍: The Journal of Computer Networks and Communications publishes articles, both theoretical and practical, investigating computer networks and communications. Articles explore the architectures, protocols, and applications for networks across the full spectrum of sizes (LAN, PAN, MAN, WAN…) and uses (SAN, EPN, VPN…). Investigations related to topical areas of research are especially encouraged, including mobile and wireless networks, cloud and fog computing, the Internet of Things, and next generation technologies. Submission of original research, and focused review articles, is welcomed from both academic and commercial communities.
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