4 papers
SkyShare: Constellation-wide Sky Sharing for LEO-Radio Astronomy Coexistence
Farzad Mehri, Dara Ron, Nishanth Sastry +2
Rapidly growing low-Earth-orbit (LEO) constellations increasingly operate in the spectrum shared with radio astronomy services (RAS), creating escalating interference risks for sen…
TelcoAgent: A Scalable 5G Multi-KPM Forecasting With 3GPP-Grounded Explainability
Geon Kim, Dara Ron, Sukhdeep Singh +5
Key Performance Measurement (KPM) forecasting is essential for proactive network management of 5G and next-generation telecom networks. However, existing machine learning (ML) appr…
Jamming Smarter, Not Harder: Exploiting O-RAN Y1 RAN Analytics for Efficient Interference
Abiodun Ganiyu, Dara Ron, Syed Rafiul Hussain +1
The Y1 interface in O-RAN enables the sharing of RAN Analytics Information (RAI) between the near-RT RIC and authorized Y1 consumers, which may be internal applications within the…
Time-Dependent Network Topology Optimization for LEO Satellite Constellations
Dara Ron, Faisal Ahmed Yusufzai, Sebastian Kwakye +3
Today's Low Earth Orbit (LEO) satellite networks, exemplified by SpaceX's Starlink, play a crucial role in delivering global internet access to millions of users. However, managing…