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Modelling the Relative MIMO Gain

机译:建模相对MIMO增益

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The Relative MIMO Gain (RMG) is introduced as the ratio of the Multiple Input/Multiple Output capacity of a radio channel over its Single Input/Single Output one. In this paper, a statistical model is developed to approximate the distribution of the RMG, so that it can easily be incorporated into system-level simulators. A set of scenarios has been defined with different antenna configurations, for distances between 10 and 2 400m. The different antenna configurations range between 2 and 16 transmit and/or receive elements. The distribution of the RMG, presented here, is extracted from simulation results. The distribution of the RMG is modelled by an inverse Sigmoid function, which is determined by its mean value and standard deviation. The obtained model is assessed by simulation results, which shows a good fit for most of the cases. The model has a relative mean error of less than 6%, and a relative mean square error of less than 7.5%, for all antenna configurations and distances, compared to the simulation results.
机译:引入相对MIMO增益(RMG)作为无线电信道的多输入/多输出容量与其单个输入/单个输出的比率。在本文中,开发了一种统计模型以近似RMG的分布,从而可以容易地结合到系统级模拟器中。已经使用不同的天线配置定义了一组方案,用于10到2 400m之间的距离。不同的天线配置在2和16之间的范围内,发送和/或接收元件。这里提出的RMG的分布从模拟结果中提取。 RMG的分布由逆六样函数建模,其由其平均值和标准偏差确定。通过模拟结果评估所获得的模型,其显示出大部分情况的良好效力。与仿真结果相比,该模型具有小于6%的相对平均误差小于6%,相对平均平方误差小于7.5%,而距离的所有天线配置和距离小于7.5%。

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