Interference prediction framework for jointed macro/small-cell network interplay performance analysis under heterogeneous scope

Konstantinos A. Lizos, S. A. El-atty
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Abstract

Deployment of uncoordinated small-cell networks are frequent and pose considerable challenges in resource management of macro-cell networks. Proliferation of mobile users and newly introduced applications with variant traffic distribution patterns elevates the probability of interference occurrence, as physical channels can be co-assigned and co-shared simultaneously at the same geographical region, thus degrading experienced QoS and energy efficiency while contributing in greener mobile networking environments. For the purposes of safeguarding the sustainability and viability of future operation for macro and small-cell interplay architectures, it is beneficial to render a mathematical framework that pre-assesses the probability of observed interference for macro users in the downlink for real networks, paving the venue for future studies to derive strategies for remedying such complexities. We demonstrate through extensive simulations the efficiency of the proposed analytical scheme. We proceed with investigating the association of theoretical and simulated results, thus converging on the validity of this measurement.
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异质范围下宏/小蜂窝联合网络交互性能分析的干扰预测框架
不协调的小蜂窝网络部署频繁,给宏蜂窝网络的资源管理带来了相当大的挑战。移动用户的激增和新引入的具有不同流量分布模式的应用程序提高了发生干扰的可能性,因为物理信道可以在同一地理区域同时被共同分配和共同共享,从而降低了体验到的QoS和能源效率,同时有助于更绿色的移动网络环境。为了保障宏观和小单元相互作用体系结构未来运行的可持续性和可行性,提供一个数学框架来预评估实际网络下行链路中宏观用户观察到的干扰概率是有益的,为未来研究得出补救此类复杂性的策略铺平了道路。我们通过大量的模拟证明了所提出的分析方案的有效性。我们继续研究理论和模拟结果的关联,从而集中于这种测量的有效性。
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