Machine Learning for Enabling 5G and Satellite Network Coexistence in FR3 Spectrum

WINLAB Summer Internship 2025

Group Member: Audrey Wang

Week 1 (5/27 - 5/29):

Slides: ​Week 1 Presentation

Progress:

• Conducted literature review on relevant research papers
  1. ​Modeling the Impact of 5G Leakage on Weather Prediction
  2. ​Will Emerging Millimeter-Wave Cellular Networks Cause Harmful Interference to Weather Satellites?
  3. ​How Does the Growth of 5G mmWave Deployment Affect the Accuracy of Numerical Weather Forecasting?
• Understood the high level idea of what Radio Frequency Interference(RFI) and frequency allocations are
• Explored how ML can be implemented to minimize the interference between satellite and 5G in different spectrums

Week 2 (6/2 - 6/5):

Slides: ​Week 2 Presentation

Week 3 (6/9 - 6/12):

Slides: ​Week 3 Presentation

Week 4 (6/16 - 6/19):