/Autoencoder_communication_system_WGAN_Channel-estimation

Master Thesis compairing Communicationsystems Baised on GAN and baised on MI

Primary LanguageJupyter Notebook

Comparison_MI_GAN

Master Thesis compairing 2Communicationsystems Baised on GAN, Wasserstein GAN and on Mutual Information

Baised on: "Deep Learning for Channel Coding via Neural Mutual Information Estimation" by Rick Fritschek, Rafael F. Schaefer and Gerhard Wunder https://github.com/Fritschek/Wireless_encoding_with_MI_estimation

"Wasserstein GAN" by Martin Arjovsky1, Soumith Chintala, and L ́eon Bottou

https://colab.research.google.com/drive/1Vhe3Ft4erub81VPp0-ZJHCakTrB5eVcj#scrollTo=00dI2M4iSYcE

"An Introduction to Deep Learning for the Physical Layer" by Timothy O’Shea , Senior Member, IEEE, and Jakob Hoydis, Member, IEEE