The reconfigurable intelligent surface (RIS) has drawn considerable attention for its ability to enhance the performance of not only the wireless communication but also the indoor localization with low-cost. This paper investigates the performance limits of the RIS-based near-field localization in the asynchronous scenario, and analyzes the impact of each part of the cascaded channel on the localization performance. The Fisher information matrix (FIM) and the position error bound (PEB) are derived. Besides, we also derive the equivalent Fisher information (EFI) for the position-related intermediate parameters. Enabled by the derived EFI, we show that the information for both the distance and the direction of the user can be obtained when the near-field spherical wavefront is considered for the RIS-User equipment (UE) part of the channel, while only the direction of the UE can be inferred in the far-field scenario. For the base station (BS)-RIS part of the channel, we reveal that this part of the channel determines the type of the gain provided by the BS antenna array. We also show that the well-known focusing control scheme for RIS, which maximizes the received SNR, is not always a good choice and may degrade the localization performance in the asynchronous scenario. The simulation results validate the analytic work. The impact of the focusing control scheme on the PEB performances under synchronous and asynchronous conditions is also investigated.
翻译:重新配置的智能表面(RIS)吸引了相当的注意,因为它不仅能够提高无线通信的性能,而且能够以低成本提高室内本地定位。本文调查了非同步情景中基于RIS的近地定位功能的性能限制,分析了级联频道每个部分对本地化性能的影响。产生了渔业信息矩阵(FIM)和定位误差(PEB)。此外,我们还从位置相关中间参数中获取了等效的渔业信息(EFI) 。在衍生的EFI的帮助下,我们显示,当考虑将离岸球形波端设备(UE)用于该频道的近地外波端时,可以获得关于用户距离和方向的信息,并分析分级频道每个部分对本地性能的影响。对于该频道的基础站(BS)-RIS部分,我们透露,该频道的这一部分决定了BS天线阵列所提供的收益的类型。我们还显示,当考虑近距离和用户方向时,当考虑近地球波波波波边位置时,人们会了解对RIS公司业绩的精确度调整计划的影响。