Rydberg Atom RF Sensor - Analysis Tools

Python analysis scripts for Rydberg atom-based RF electric field sensing using electromagnetically induced transparency.

Overview

Three-phase analysis pipeline for characterizing Rydberg atom RF sensors.

Scripts

Analysis_Calibration.py

Atom-based electric field calibration using AC Stark shifts.

Analysis_LOandCoupler_Optimization.py

Optimizes local oscillator power and coupler laser frequency.

Analysis_Sensitivity.py

Calculates electric field sensitivity from power spectral density.

Requirements

pip install matplotlib numpy scipy

Usage

# Configure at top of each script
show_plots = True
save_plots = False

# Run in sequence
python Analysis_Calibration.py
python Analysis_LOandCoupler_Optimization.py
python Analysis_Sensitivity.py

Key Features

• Automated electric field calibration
• LO power optimization
• Sensitivity measurements (μV/m/√Hz)
• Publication-ready plots

Citation

https://arxiv.org/abs/2606.10151

Acknowledgments

Supported by Georgia Tech Research Institute IRAD funding.