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Error Bounds for Uplink and Downlink 3D Localization in 5G mmWave Systems

机译:5G mmWave中上行链路和下行链路3D本地化的错误界限   系统

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摘要

Location-aware communication systems are expected to play a pivotal part inthe next generation of mobile communication networks. Therefore, there is aneed to understand the localization limits in these networks, particularly,using millimeter-wave technology (mmWave). Towards that, we address the uplinkand downlink localization limits in terms of 3D position and orientation errorbounds for mmWave multipath channels. We also carry out a detailed analysis ofthe dependence of the bounds of different systems parameters. Our key findingsindicate that the uplink and downlink behave differently in two distinct ways.First of all, the error bounds have different scaling factors with respect tothe number of antennas in the uplink and downlink. Secondly, uplinklocalization is sensitive to the orientation angle of the user equipment (UE),whereas downlink is not. Moreover, in the considered outdoor scenarios, thenon-line-of-sight paths generally improve localization when a line-of-sightpath exists. Finally, our numerical results show that mmWave systems arecapable of localizing a UE with sub-meter position error, and sub-degreeorientation error.
机译:位置感知通信系统有望在下一代移动通信网络中发挥关键作用。因此,尤其是使用毫米波技术(mmWave)时,人们急于了解这些网络中的定位限制。为此,我们针对mmWave多径通道的3D位置和方向误差范围来解决上行链路和下行链路定位限制。我们还对不同系统参数范围的依赖性进行了详细分析。我们的主要发现表明,上行链路和下行链路在两种不同的方式上表现不同。首先,误差范围关于上行链路和下行链路中的天线数量具有不同的缩放因子。其次,上行链路定位对用户设备(UE)的方向角很敏感,而下行链路则不然。此外,在考虑的室外场景中,当存在视线路径时,非视线路径通常会改善定位。最后,我们的数值结果表明,毫米波系统能够定位具有亚米位置误差和亚定向误差的UE。

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