Hoydis, Jakob

An Introduction to Deep Learning for the Physical Layer

O'Shea, T., & Hoydis, J. (2017) · IEEE Transactions on Cognitive Communications and Networking

Wireless Signal Modulation ClassificationAdvanced Wireless Communication Techniques

Cited by 2,980

Smart radio environments empowered by reconfigurable AI meta-surfaces: an idea whose time has come

Renzo, M. D., Debbah, M., Phan-Huy, D.-T., Zappone, A., Alouini, M.-S., Yuen, C., Sciancalepore, V., Alexandropoulos, G. C., Hoydis, J., Gacanin, H., et al. (2019) · EURASIP Journal on Wireless Communications and Networking

Advanced Wireless Communication TechnologiesAdvanced Antenna and Metasurface Technologies

Cited by 1,717

Deep Learning Based Communication Over the Air

Dorner, S., Cammerer, S., Hoydis, J., & Brink, S. T. (2018) · IEEE Journal of Selected Topics in Signal Processing

Wireless Signal Modulation ClassificationAdvanced Wireless Communication Techniques

Cited by 859

OFDM-Autoencoder for End-to-End Learning of Communications Systems

Felix, A., Cammerer, S., Dorner, S., Hoydis, J., & Ten Brink, S. (2018) · 2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)

Advanced Wireless Communication TechniquesPAPR reduction in OFDM

Cited by 283

End-to-End Learning of Communications Systems Without a Channel Model

Aoudia, F. A., & Hoydis, J. (2018) · arXiv

Wireless Signal Modulation ClassificationAdvanced Wireless Communication Techniques

Cited by 225