ICON has PhD/Postdoctoral Positions in the following 6G topics and areas:
Edge AI: Work on the theoretical and algorithmic principles of communication-efficient, reliable and scalable model training and inference at the network edge. These algorithms include building extensions of federated learning, distillation, model quantization, Bayesian learning, learning over graphs and other related techniques.
Semantic communication and control: Focus on laying down the theoretic and algorithmic underpinnings of SC with a particular focus on game theoretic approaches, semantic-based Remote control over wireless, MARL and others. SC is one of the hottest topics in 6G.
Learning communication protocols from data: This task is concerned with learning personalized signaling and transmission strategies for various applications leveraging MARL and other techniques.
Disclaimer. Please reach out to me only if you have a strong background in any of these topics. That is a strong background in communication theory, information theory, control theory, machine learning with prior publications in flagship IEEE or ML Conference/Journals. Programming skills (Matlab, Python, others).
Practicalities: We offer a 2-year contract for postdocs subject to extension and a 4-year contract for PhD students. This research operates under the umbrella of the world's first 6G program (6GENESIS).
Salary for postdocs is around 3600EUR/Month.