Postprocessing Time-Alignment Method of Power Angular Delay Profile for Automated mmWave WPAN Channel Sounding

IF 2
Hiroaki Endo;Yusuke Koda;Norichika Ohmi;Hiroshi Harada
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Abstract

Accurate propagation channel measurements and modeling—encompassing both angular and delay characteristics—are fundamental to the design of millimeter wave (mmWave) communication systems. Accordingly, steerable directional antennas and strict time-synchronization are commonly employed to capture power angle delay profiles (PADPs) that share synchronized standard time axes. However, time synchronization requires labor-intensive management to ensure clock synchronization during or after measurements, which hinders the construction of massive propagation channel databases. Thus, this study aimed to develop a streamlined channel sounding system by fully automating the PADP acquisition flow. First, an automated data-driven postprocessing method is proposed to reconstruct a time-synchronized PADP from an unsynchronized PADP, thereby discarding the requirement for managing clock synchronization. This approach is well-suited for simple channel sounding setups in mmWave wireless personal area network (WPAN) scenarios. The proposed method was evaluated through raytracing simulations tailored to WPAN systems with a comprehensive analysis of the impact of various measurement parameters. Simulation results demonstrated that the method achieved a time-alignment error of less than 1 ns in over 99% of cases across various receiver (Rx) locations and Rx antenna rotation angles in noise-free environments. Moreover, a real-world experimental evaluation revealed that the time-aligned PADP obtained using the proposed method reached an alignment root-mean-square error (RMSE) below 1 ns. These findings strongly demonstrate the feasibility of the proposed method for channel sounding in mmWave WPAN systems.
毫米波WPAN信道自动测深功率角延迟曲线的后处理时间对准方法
精确的传播信道测量和建模(包括角度和延迟特性)是毫米波通信系统设计的基础。因此,可操纵定向天线和严格的时间同步通常用于捕获共享同步标准时间轴的功率角延迟曲线(padp)。然而,时间同步需要耗费大量人力进行管理,以保证测量过程中或测量后的时钟同步,这阻碍了大规模传播通道数据库的建设。因此,本研究旨在通过完全自动化PADP采集流程来开发流线型通道测深系统。首先,提出了一种数据驱动的自动后处理方法,从一个非同步的PADP重构一个时间同步的PADP,从而放弃了管理时钟同步的要求。这种方法非常适合毫米波无线个人区域网络(WPAN)场景中的简单信道探测设置。通过为WPAN系统量身定制的光线追踪模拟,综合分析了各种测量参数的影响,对所提出的方法进行了评估。仿真结果表明,在无噪声环境下,该方法在超过99%的情况下,在不同的接收机位置和Rx天线旋转角度下,时间对准误差小于1 ns。此外,现实世界的实验评估表明,使用该方法获得的时间对齐PADP达到了1 ns以下的对齐均方根误差(RMSE)。这些结果有力地证明了所提出的方法在毫米波WPAN系统中信道探测的可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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