6 papers
A GAN-Based Framework for Robust Data Synthesis in Satellite Internet Observations
Xiang Shi, Peng Hu
Low-Earth orbit (LEO) satellite Internet has become an important infrastructure for enabling ubiquitous connectivity to align with the International Telecommunications Union vision…
Deciphering Region-Level Signatures from Latency Measurements in LEO Satellite Internet
Xiang Shi, Yifei Zhang, Peng Hu
Low-Earth orbit (LEO) satellite Internet has become an indispensable infrastructure that provide growing coverage for global users. Despite extensive measurement efforts, the princ…
Queue-Aware and Resilient Routing in LEO Satellite Networks Using Multi-Agent Reinforcement Learning
Mudassar Liaq, Mahyar Tajeri, Peng Hu
With the rapid growth in data demand and stringent latency requirements of modern applications has driven significant interest in Low Earth Orbit (LEO) satellite constellations as…
End-to-End Performance of Video Streaming With MPEG-DASH Over Satellite 5G IAB Networks
Muhammad Adeel Zahid, Ekram Hossain, Peng Hu
We present an end-to-end performance evaluation of MPEG-DASH video streaming over a Low-Earth Orbit (LEO) satellite-based 5G Integrated Access and Backhaul (IAB) network. Our objec…
Spatiotemporal Analysis of VIIRS Satellite Observations and Network Traffic During the 2025 Manitoba Wildfires
Xiang Shi, Peng Hu
Climate change has intensified extreme weather and wildfire conditions globally. Canada experienced record-breaking wildfires in 2023 and 2025, burning millions of hectares and sev…
An Efficient and Generalizable Transfer Learning Method for Weather Condition Detection on Ground Terminals
Wenxuan Zhang, Peng Hu
The increasing adoption of satellite Internet with low-Earth-orbit (LEO) satellites in mega-constellations allows ubiquitous connectivity to rural and remote areas. However, weathe…