Accurate and efficient modeling of indoor wireless signal propagation is crucial for the deployment of next-generation Wi-Fi. This paper presents a digital twin-based measurement system that integrates real-world 3D environment reconstruction with deterministic ray tracing for physically grounded electromagnetic modeling. Building geometry is obtained through LiDAR scanning, followed by object segmentation and assignment of ITU-R standard material parameters. The propagation process is simulated with a GPU-accelerated ray-tracing engine that generates path-level channel attributes, including delay, power, angular dispersion, and Ricean K-factor. Under identical runtime constraints, the proposed system is evaluated against a commercial measurement simulator, demonstrating up to 21 dB higher path gain and consistently improved signal-to-interference-plus-noise ratio in line-of-sight conditions. Additionally, experiments against onsite RSSI measurements confirm a high spatial correlation of 0.98 after calibration, proving the system's fidelity in real-world settings. Furthermore, coverage analysis across 2.4 GHz, 5 GHz, and 6 GHz bands demonstrates the capability of system to model frequency-dependent material attenuation for Wi-Fi 6E/7 networks. Finally, the system offers interactive 3D visualization and on-demand data extraction, highlighting its potential for digital twin-driven wireless system design and optimization.
A Revolution of Personalized Healthcare: Enabling Human Digital Twin with Mobile AIGC
Nanjing University of Aeronautics and Astronautics（南京航空航天大学）；Nanyang Technological University（南洋理工大学）；Guangdong University of Technology（广东工业大学）；Concordia University（康考迪亚大学）；University of Waterloo（滑铁卢大学）
Collection: UAV-Based Wireless Multi-modal Measurements from AERPAW Autonomous Data Mule (AADM) Challenge in Digital Twin and Real-World Environments
North Carolina State University（北卡罗来纳州立大学）；Southern Methodist University（南方卫理公会大学）；National University of Sciences and Technology（国立科学与技术大学）；University of Utah（犹他大学）；Florida International University（佛罗里达国际大学）；Columbia University（哥伦比亚大学）；The University of Georgia（佐治亚大学）；Florida Atlantic University（佛罗里达大西洋大学）；The University of North Texas（北德克萨斯大学）；University of Minnesota（明尼苏达大学）
