Microwave Modulation Transfer: Quantitative Test of a Simplified Model Based on the Telegrapher's Equation
Abstract
ABSTRACT A simplified stochastic model for microwave modulation transfer, based on wave solutions of the telegrapher's equation, is quantitatively validated against experimental signal amplitude data. With physically plausible parameters, the model accurately reproduces observed behaviors through both analytical fitting and Random Forest regression, achieving RMSE = 0.069 and R 2 = 0.944. By integrating stochastic transport effects with wave‐based interpretations, the framework offers a unified perspective that extends beyond classical electromagnetic models. These results confirm the model's robustness and highlight its potential for broader applications in signal propagation analysis.
Fields of Study & Subjects
Millimeter-Wave Propagation and Modeling
Radio Wave Propagation Studies
Advanced MIMO Systems Optimization
Publication details
- Journal / source
- Electronics Letters
- Publisher
- Institution of Engineering and Technology (IET)
- Volume
- 62
- Issue
- 1
- Publication date
- 1 January 2026
- Language
- EN