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Effective Service Capacity Analysis of Interference-Limited Multi-Carrier Wireless Systems

机译:限制干扰的多载波无线系统的有效服务容量分析

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A good utilization of a wireless network while still ensuring QoS-constraints for all users is a hard challenge for service providers. Especially for admission control or handover decisions it is important to have a good approximation of the possible rate a user can achieve with respect to QoS parameters like delay or outage probabilities. Since fourth generation cellular networks utilize a frequency reuse of one, especially terminals at the cell edge suffer from inter-cell interference. In order to provide them with rates that guarantee specific QoS parameters without reserving too much resources, a good prediction of their possible rates is needed. Unfortunately, the prediction of the rates in an interference-limited cell is a complex and hard problem. Hence, it is a common way to simplify calculations by treating interference as additional noise in the used system models. In this paper we derive closed-form solutions for the delay distribution of interference-limited cells with respect to an OFDMA and a round robin scheduling approach. These distributions can be used to predict the possible rates of users given their average received transmitter gains, interferer gains and their QoS-constraints in a very accurate way. We validate our derivations and show that a simplification by treating interference as noise leads to an underestimation of rates which lowers the cell throughput. Furthermore, we show that due to the resulting equations, there is no way to derive the rates for interference limited cells in a linear way from easier solutions given by noise-limited cells.
机译:对无线网络的良好利用,同时仍然确保所有用户的QoS约束,对于服务提供商而言是一项艰巨的挑战。特别是对于准入控制或切换决策,重要的是要使用户可以相对于QoS参数(例如延迟或中断概率)获得可能达到的速率的良好近似值。由于第四代蜂窝网络利用一个频率复用,因此,尤其是在小区边缘的终端遭受小区间干扰。为了向他们提供保证特定QoS参数的速率而不保留太多资源,需要对其可能的速率进行良好的预测。不幸的是,干扰受限小区中速率的预测是一个复杂而困难的问题。因此,在所使用的系统模型中,将干扰视为附加噪声是一种简化计算的通用方法。在本文中,我们针对OFDMA和循环调度方法,针对干扰受限小区的延迟分布导出了封闭形式的解决方案。在给定用户的平均接收发射机增益,干扰源增益和QoS约束的情况下,这些分布可用于以非常精确的方式预测用户的可能速率。我们验证了我们的推导,并表明通过将干扰作为噪声来进行简化会导致速率的低估,从而降低了小区吞吐量。此外,我们表明,由于得到了这些方程,因此无法从噪声受限的单元给出的更简单的解决方案中以线性方式得出干扰受限的单元的速率。

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