Beschreibung

As a PhD student, you will engage in cutting-edge research on machine learning for 6G wireless systems, exploring innovative model architectures and contributing to industry standards while publishing findings in prestigious journals.

Anforderungen

• •Master’s degree or equivalent in Machine Learning, Electrical Engineering, Telecommunications, Computer Science, or related field
• •Theoretical and practical knowledge of Machine Learning, particularly deep learning techniques
• •Knowledge of wireless communications
• •Experience with Python and machine learning libraries such as PyTorch, TensorFlow, or JAX
• •Strong problem-solving skills and ability to work independently and in a team
• •Fluency in English (both spoken and written)

Aufgaben

• •Conduct advanced research on ML/AI for 6G wireless systems
• •Focus on neural transceivers and ML-based channel estimation
• •Investigate state-of-the-art model architectures for 6G communication
• •Explore generative models and self-supervised learning approaches
• •Provide technical support for contributions to industrial bodies
• •Emphasize PHY/MAC ML topics in standardization efforts
• •Build and improve simulation environments for ML-enabled systems
• •Enable realistic performance evaluation of wireless communication
• •Publish high-quality research papers in top-tier journals

Tools & Technologien

Benefits