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Optimality of Treating Inter-Cell Interference as Noise Under Finite Precision CSIT

机译:有限精度CSIT下将小区间干扰视为噪声的最优方法

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In this work, we study the generalized degrees- of-freedom (GDoF) of downlink and uplink cellular networks, modeled as Gaussian interfering broadcast channels (IBC) and Gaussian interfering multiple access channels (IMAC), respectively. We focus on regimes of low inter-cell interference, where single-cell transmission with power control and treating inter-cell interference as noise (mc-TIN) is GDoF optimal. Recent works have identified two relevant regimes in this context: one in which the GDoF region achieved through mc-TIN for both the IBC and IMAC is a convex polyhedron without the need for time-sharing (mc-CTIN regime), and a smaller (sub)regime where mc-TIN is GDoF optimal for both the IBC and IMAC (mc-TIN regime). In this work, we extend the mc-TIN framework to cellular scenarios where channel state information at the transmitters (CSIT) is limited to finite precision. We show that in this case, the GDoF optimality of mc-TIN extends to the entire mc-CTIN regime, where GDoF benefits due to interference alignment (IA) are lost. Our result constitutes yet another successful application of robust outer bounds based on the aligned images (AI) approach.
机译:在这项工作中,我们研究下行链路和上行链路蜂窝网络的广义自由度(GDoF),分别建模为高斯干扰广播信道(IBC)和高斯干扰多路访问信道(IMAC)。我们关注于小区间干扰的机制,其中具有功率控制的单小区传输以及将小区间干扰视为噪声(mc-TIN)是GDoF最佳的。在这种情况下,最近的工作确定了两种相关的机制:一种是通过mc-TIN为IBC和IMAC达成的GDoF区域是凸多面体,不需要分时(mc-CTIN体制),而较小的( sub-regime,其中mc-TIN对IBC和IMAC都是GDoF最佳(mc-TIN机制)。在这项工作中,我们将mc-TIN框架扩展到了蜂窝场景,在这些场景中,发射机(CSIT)的信道状态信息被限制为有限的精度。我们表明,在这种情况下,mc-TIN的GDoF最优性扩展到了整个mc-CTIN体制,在该体制中,由于干扰对准(IA)而失去了GDoF优势。我们的结果构成了基于对齐图像(AI)方法的鲁棒外部边界的又一次成功应用。

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