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Selection and placement of switching equipment in a Broadband Access Network

机译:宽带接入网中交换设备的选择和放置

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Motivated by the tremendous demands for cheaper and faster broadband access solutions, we propose a novel and optimal network design optimization scheme for a Broadband Access Network (namely, WDM PON. For a given geographical location of ONUs and their received/sent traffic demand, our proposed optimization scheme minimizes the WDM PON network deployment cost by generating the cost effective location of switching equipment. The solution scheme proceeds in two phases. In the first phase, ONUs are grouped into different clusters exploiting a hierarchical clustering heuristic. In the second phase, we develop a a mathematical model based on column generation (CG) algorithm which generates the minimum cost multi-stage placement equipment topology by selecting the best type and location of the switching equipment. The resulting combination of the clustering and of the column generation algorithms outputs the grouping of ONUS along with the type (either splitter or AWG) and the location of the switching equipment of the PON network. Computational results demonstrate the validation and effectiveness of the proposed solution scheme on various data sets.
机译:出于对更便宜,更快速的宽带接入解决方案的巨大需求的激励,我们提出了一种针对宽带接入网络(即WDM PON)的新颖且最佳的网络设计优化方案。对于给定地理位置的ONU及其接收/发送的流量需求,我们提出的优化方案通过生成具有成本效益的交换设备位置来最大程度地降低WDM PON网络的部署成本,该解决方案分两个阶段进行:在第一阶段,ONU通过分层聚类启发法分为不同的集群;在第二阶段,我们开发了一种基于列生成(CG)算法的数学模型,该模型通过选择最佳的交换设备类型和位置来生成成本最低的多级放置设备拓扑,将聚类和列生成算法的结果组合输出ONUS的分组以及类型(分离器或AWG)和t的位置PON网络的交换设备。计算结果证明了在各种数据集上提出的解决方案的有效性和有效性。

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