In-Band Medium-Frequency R-Mode Signal Quality Estimation
Filippo Giacomo Rizzi, Lars Grundhöfer, Niklas Hehenkamp, Stefan Gewies, Daniel Medina, Juan M. Gandarias
September, 2025Abstract
Assessing the quality of a received signal is of fundamental importance to predict the performance of the receiver. In general, the signal to noise ratio (SNR) or the carrier to noise density C/N0 ratio is used as an indicator to describe the signal quality of most receivers. For the medium-frequency (MF) R-Mode, a terrestrial positioning navigation and timing (PNT) system, the knowledge of the SNR or C/N0 is important for monitoring purposes, helping the service operator to assess the healthiness of the transmitted signals, as well as for the users to optimize the receiver algorithms and performance. In this paper, we present how the C/N0 can be estimated from the output of the discrete Fourier transform (DFT). The DFT is already used in the receiver to perform the phase estimation; hence, the receiver computational load is reduced. Theory is first presented and discussed, followed by the definition of the estimator, which is tested with Monte Carlo simulation as well as with real data to validate the approach. The results show good agreement between theory, simulation, and in-field measurements, which proves that the estimated C/N0 is a good indicator to measure the received signal quality under optimal propagation condition
Publication
In Engineering Proceedings