Intern working on a Master's thesis focusing on generative AI for physical layer communication. Collaborating with R&D teams at Fraunhofer Institute in Erlangen, Germany.
Responsibilities
Conduct a comprehensive literature review on generative models applied to the physical layer of communication.
Design and implement generative AI–based transmission schemes (e.g., using VAE, GAN, or diffusion models).
Evaluate the performance of these schemes against conventional digital baselines in terms of distortion, reliability, and efficiency.
Requirements
You are studying in the fields of communication theory, signal processing, or machine learning.
You have a solid understanding of physical-layer concepts, including modulation and channel coding.
You have hands-on experience with Python and machine learning frameworks such as PyTorch or TensorFlow, as well as NumPy and SciPy.
Benefits
Flexible working hours that fit well with your studies.
An open and friendly working atmosphere where your ideas are valued.
A variety of tasks that are both inspiring and challenging.
Opportunity to participate in application-oriented research and apply your theoretical knowledge in practice.
Exciting, pioneering projects that make a meaningful impact.
Job title
Intern / Master Thesis – Gen-AI for Joint Source and Channel Coding of Short Multimedia Packets
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