{"title":"Postprocessing Time-Alignment Method of Power Angular Delay Profile for Automated mmWave WPAN Channel Sounding","authors":"Hiroaki Endo;Yusuke Koda;Norichika Ohmi;Hiroshi Harada","doi":"10.1109/OJIM.2026.3676164","DOIUrl":null,"url":null,"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.","PeriodicalId":100630,"journal":{"name":"IEEE Open Journal of Instrumentation and Measurement","volume":"5 ","pages":"1-14"},"PeriodicalIF":2.0000,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=11449231","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Open Journal of Instrumentation and Measurement","FirstCategoryId":"1085","ListUrlMain":"https://ieeexplore.ieee.org/document/11449231/","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/3/20 0:00:00","PubModel":"Epub","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
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.