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Throughput-optimal Configuration of Wireless Networks

机译:无线网络的吞吐量优化配置

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摘要

In this paper, we address the following two questions: (i) given a set of nodes with arbitrary locations, and a set of data flows, what is the max-min achievable throughput? and (ii) how should the network be configured to achieve the optimum? We consider these questions from a networking standpoint, and pose them as an optimization problem to determine jointly optimal flow routes, link activation schedules and physical layer parameters. We obtain some interesting insights into the interplay of the achievable throughput, routing and transmit power and modulation schemes. Determining the achievable throughput is computationally hard in general, however, using a smart technique we obtain numerical results for different scenarios of interest. We believe that our optimization based framework can also be used as a tool, for planning and capacity provisioning of wireless networks.
机译:在本文中,我们解决了以下两个问题:(i)给出了一组具有任意位置的节点,以及一组数据流,最大值可实现的吞吐量是多少? (ii)网络应该如何配置以实现最佳状态?我们从网络角度考虑这些问题,并将它们构成为优化问题,以确定共同最佳的流路,链接激活计划和物理层参数。我们对可实现的吞吐量,路由和传输功率和调制方案的相互作用获得了一些有趣的见解。确定可实现的吞吐量一般努力地努力,然而,使用智能技术,我们获得不同的感兴趣场景的数值结果。我们认为,我们的优化框架也可用作工具,用于无线网络的规划和容量供应。

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