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Cross-layer optimization of multi-hop radio networks with multi-user detectors indoor wireless LAN example

机译:具有多用户检测器的多跳无线网络的跨层优化室内无线局域网示例

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We present an efficient approach for cross-layer optimization of a class of wireless networks equipped with multi-user detectors. For a given network, the method provides the optimal operation of transport, routing and radio link layers as well as the optimal coordination across the layers. The algorithm combines a column generation procedure with an optimal greedy resource allocation scheme into a powerful numerical method for computing the performance limits for networks of significant sizes. The method is applied to a simple network scenario and performance benefits of multi-user detectors and cross-layer coordination over alternative schemes are investigated.
机译:我们提出了一种有效的方法,用于对配备有多用户检测器的一类无线网络进行跨层优化。对于给定的网络,该方法提供了传输,路由和无线链路层的最佳操作,以及跨层的最佳协调。该算法将列生成过程与最佳贪婪资源分配方案相结合,成为一种强大的数值方法,可用于计算大型网络的性能极限。将该方法应用于简单的网络场景,研究了多用户检测器的性能优势以及跨方案的跨层协调。

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