Interference coordination in wireless networks: A flow-level perspective

Richard Combes, Z. Altman, E. Altman
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引用次数: 19

Abstract

In dense wireless networks, inter-cell interference highly limits the capacity and quality of service perceived by users. Previous work has shown that approaches based on frequency reuse provide important capacity gains. We model a wireless network with Inter-Cell Interference Coordination (ICIC) at the flow level where users arrive and depart dynamically, in order to optimize quality of service indicators perceivable by users such as file transfer time for elastic traffic. We propose an algorithm to tune the parameters of ICIC schemes automatically based on measurements. The convergence of the algorithm to a local optimum is proven, and a heuristic to improve its convergence speed is given. Numerical experiments show that the distance between local optima and the global optimum is very small, and that the algorithm is fast enough to track changes in traffic on the time scale of hours. The proposed algorithm can be implemented in a distributed way with very small signaling load.
无线网络中的干扰协调:流级视角
在密集的无线网络中,小区间干扰严重限制了用户感知到的服务容量和质量。以前的工作表明,基于频率重用的方法提供了重要的容量增益。为了优化弹性流量下用户可感知的服务质量指标(如文件传输时间),我们在用户动态到达和离开的流级上建立了具有小区间干扰协调(ICIC)的无线网络模型。我们提出了一种基于测量值自动调整ICIC方案参数的算法。证明了该算法收敛于局部最优,并给出了提高其收敛速度的启发式算法。数值实验表明,该算法的局部最优解与全局最优解之间的距离很小,并且能够在小时的时间尺度上快速跟踪交通流量的变化。该算法可以在很小的信令负荷下以分布式方式实现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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