自调节频谱管理:LTE网络中分频复用模式的案例

M. Al-Ayyoub, M. Buddhikot, Himanshu Gupta
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引用次数: 11

摘要

近年来,完全自动化蜂窝网络管理(即配置、监控和优化)任务的自我管理(Self-X)技术正在成为降低服务提供商运营成本和资本支出的重要工具,并将成为LTE(长期演进)网络的一个显著特征。在这项工作中,我们专注于一种这样的Self-X技术,即LTE/WiMAX的分数频率复用(FFR)模式的自配置。我们认为这个问题的任何解决方案都必须满足以下经常相互冲突的目标:(1)计算效率:自分配过程应该是高效的,并且只使用局部邻域信息进行计算。(2)可控级联和稳定性:在增加或删除小区的情况下,重计算FFR的影响应限制在基站的一个明确定义的局部邻域内,而不应在整个网络上级联。(3)解的最优性:计算FFR得到的频谱利用率应尽可能接近最优。我们报告了分布式算法的设计、分析和模拟,为网络设计者提供了一个灵活的工具来调整上述目标。对于系统设计人员做出的每一个可能的选择,我们的工具提供了近乎最佳的频谱利用率,并对其余属性提供了特定的保证。我们报告了使用实际网络拓扑的示例结果以及我们在ALU LTE模拟器中集成算法的努力。
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Self-Regulating Spectrum Management: A Case of Fractional Frequency Reuse Patterns in LTE Networks
In recent years, Self-management (Self-X) technologies that fully automate the tasks of managing (i.e. configuring, monitoring, and optimizing) a cellular network are emerging as an important tool in reducing service provider OPEX and CAPEX and will be a distinguishing feature of LTE (Long Term Evolution) networks. In this work, we focus on one such Self-X technology, namely, self-configuration of fractional frequency reuse (FFR) patterns for LTE/WiMAX. % We contend that any solution to this problem must meet the following often-conflicting objectives: (1) Computational efficiency: The self-assignment procedure should be efficient and use only local neighborhood information for computation. (2) Controlled cascading and stability: in the event of cell addition or deletion, the impact of recomputing the FFR should be restricted to a well-defined local neighborhood of the base station and should not cascade over the entire network. (3) Optimality of solution: The spectrum utilization resulting from FFR computed should be closest to optimal as possible. % We report design, analysis and simulation of distributed algorithms that provide the network designer a flexible tool to tune the above objectives. For each possible choice made by the system designer, our tool delivers a near-optimal spectrum utilization with specific guarantees on the rest of the properties. We report example results using realistic network topologies and our efforts to integrate the algorithms in the ALU LTE Simulator.
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