Master thesis: 3D Network Simulations Powered by AI and Game Engines
Teknik, data och digitalt · Mjukvaru- och webbutveckling · Mjukvaruutveckling · Datavetenskap · Artificiell intelligens
I korthet
Ericsson Research is seeking a Master's student for a thesis on 3D network simulations using AI and game engines. The project involves generating realistic movement patterns in urban environments and enhancing data visualization with AI. This interdisciplinary role offers a chance to contribute to future research in an innovative field.
Ansvarsområden
- Investigate methods for generating realistic movement paths for different user types in urban scenarios.
- Explore pedestrian movement beyond road-network-constrained paths, including large crowds and open urban spaces.
- Study the performance and scalability of realistic movement generation for large numbers of users.
- Use 3D environments and game-engine technologies to create, visualise, or support urban mobility simulations.
- Investigate how current AI tools can assist with visualising scientific and network-simulation data.
- Develop demonstrations to evaluate the proposed approaches.
- Analyse and document results, limitations, and recommendations for future simulation development.
Krav
- Enrolled in a Master's programme in Computer Science, Data Science, Media Technology, Electrical Engineering, Telecommunications, or a related field.
- Strong programming skills, especially in Python.
- Basic understanding of algorithms, data structures, and data analysis.
- Strong problem-solving and scientific writing skills.
- Good communication and collaboration skills.
Önskade kvalifikationer
- Interest in data visualisation, wireless network simulations, urban mobility, computer graphics, and artificial intelligence.
- Familiarity with urban mobility models, traffic or pedestrian simulation, or geographic information systems.
- Experience with game engines or 3D frameworks.
- Previous experience with research projects or simulation studies.
#3D modeling#AI#game engines#network simulations#urban mobility#data visualization