Distributed AI-driven embedded intelligence for ubiquitous sensing in the sky

The e-Media Research Lab is a research section of Dynamical Systems, Signal Processing, and Data Analytics (STADIUS) in the Department of Electrical Engineering (ESAT) at KU Leuven. The e-Media Lab's research includes topics related to signal processing, data analysis, machine learning, and Human-Computer Interaction (HCI). E-Media made significant contributions to critical applications in the domains of healthcare, Industry 5.0, biomedical sensing, and education. In particular, e-Media is exploring novel tinyML technologies to enhance the intelligence and energy efficiency of resource-constrained devices.

Project

As climate change intensifies, clear-air turbulence in aviation becomes more severe, and natural disasters occur more frequently. Even with the current typical 10-day weather forecast in the troposphere (less than 20 km), the exact spatiotemporal mechanisms through which the Earths low altitudes (ELA) (less than or equal to 50 km) impact weath...