arXiv:2504.04098cs.IR2025-04被引 4

RIS同时实现定位与通信,用叠加导频提升系统效率。

RIS-Empowered Integrated Location Sensing and Communication with Superimposed Pilots

  • 设计含定位时隙的帧结构,分阶段完成定位与数据传输。
  • 通过IFFT算法实现用户位置估计,误差符合克拉美-罗下界。
  • 结合遗传算法优化RIS相位,使总速率提升,适合移动定位场景。

除了提升无线通信覆盖质量外,可重构智能表面(RIS)技术还可辅助定位。本文研究在无先验信道状态信息和用户设备(UE)位置信息的情况下,基于RIS的叠加导频与数据传输方案。为此,设计了由多个定位相干间隔组成的传输帧结构,每个间隔包含纯导频时段(用于估计UE位置)和时隙化数据导频时段(持续时间不超过信道相干时间),数据与导频信号同步传输。通过费舍尔信息矩阵(FIM)分析,推导出位置估计误差的克拉美-罗下界(CRB)。采用逆快速傅里叶变换(IFFT)获取用户位置估计结果,并用于后续信道估计。进一步推导出叠加导频(SP)传输的遍历可达率闭式下界,利用遗传算法优化RIS相位以最大化可达和速率。数值结果验证了基于IFFT的位置估计精度,以及所提SP方案相比传统导频方案的优越性。

原文摘要 · Abstract (English)

In addition to enhancing wireless communication coverage quality, reconfigurable intelligent surface (RIS) technique can also assist in positioning. In this work, we consider RIS-assisted superimposed pilot and data transmission without the assumption availability of prior channel state information and position information of mobile user equipments (UEs). To tackle this challenge, we design a frame structure of transmission protocol composed of several location coherence intervals, each with pure-pilot and data-pilot transmission durations. The former is used to estimate UE locations, while the latter is time-slotted, duration of which does not exceed the channel coherence time, where the data and pilot signals are transmitted simultaneously. We conduct the Fisher Information matrix (FIM) analysis and derive \text {Cramér-Rao bound} (CRB) for the position estimation error. The inverse fast Fourier transform (IFFT) is adopted to obtain the estimation results of UE positions, which are then exploited for channel estimation. Furthermore, we derive the closed-form lower bound of the ergodic achievable rate of superimposed pilot (SP) transmission, which is used to optimize the phase profile of the RIS to maximize the achievable sum rate using the genetic algorithm. Finally, numerical results validate the accuracy of the UE position estimation using the IFFT algorithm and the superiority of the proposed SP scheme by comparison with the regular pilot scheme.

RIS定位通信导频

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