Student Theses - Department of Communications Engineering

Subject	Tutor	date of issue	Status	Student
Machine Learning based Decoding using Transformer Networks	Matthias Hummert	06/2023	in progress	Julian Sündermann
Channel Estimation using Generative Adversarial Networks and Machine Learning	Matthias Hummert	12/2020	in progress	Ariel Theophane Dzoanda Watat
Machine Learning based Joint MIMO Equalization and Decoding	Matthias Hummert	-	finished	Alveena Rifat
Neural Network based Decoding	Matthias Hummert	-	finished	Gerrit Schoo
Machine Learning based Link Abstraction on a per Packet Basis	Matthias Hummert	-	finished	Emmanuel Aguboshim
MIMO channel estimation using neural networks and machine learning	Matthias Hummert	-	finished	Johannes Müller
Image Denosing with Neural Networks and Deep Learning	Matthias Hummert	-	finished	Lion Müller
Realizing a communication system with Deep Learning and Hardware	Matthias Hummert	-	finished	Konstantin Geißinger
Machine Learning Based Channel Estimation for large MIMO systems	Edgar Beck Matthias Hummert	-	finished	Emmanuel Aguboshim