This paper proposes a real-time prediction of the duct using a refractivity from clutter (RFC) method based on genetic algorithm (GA) and the parabolic equation (PE) method. Three dates with duct formation are selected, and the refractivity calculated using atmospheric measurements is compared with the refractivity obtained through the GA-based RFC method. Additionally, using the PE method, the electromagnetic wave propagation for each refractivity is analyzed and compared. The atmospheric refractivity and propagation prediction results derived from the proposed process are validated to be similar to those of the measurements. The proposed method enables real-time duct prediction and propagation trend analysis at low altitudes using clutter signals.
This work was supported in part by the Institute of Information and Communications Technology Planning and Evaluation (IITP), Korean Government (MSIT), Development of 3D-NET Core Technology for High-Mobility Vehicular Service under Grant 2022-0-00704-001; and in part by the Institute of Information and Communications Technology Planning and Evaluation (IITP), Korean Government (MSIT) under Grant RS-2024-00396992.
