Master Thesis: Geometric Manifold Exploration
About this opportunity:
In today’s fast-paced world, mobile communication networks play a vital role in connecting billions of devices in real time. To support this vast network, cutting-edge technologies such as optimization algorithms, AI models, and hardware-accelerated digital twins are employed. However, the advent of 5G and the demand for more realistic models pose a challenge for high-resolution simulations. Ray tracing, a state-of-the-art technique used in simulating radio wave propagation, is computationally intensive. Therefore, intelligent algorithms are needed to guide ray tracing in 3D environments.
What you will do:
This master thesis project focuses on the development of an algorithm for smart ray tracing. It will involve:
- Learning about ray-tracing applications in modern digital technology
- Quick prototyping of ray tracing algorithms
- Working with modelled and realistic 3D environments
- Exploring geometric and data-driven algorithms
The thesis will be concluded with a result presentation for the Ericsson research team.