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Deep Learning Based Communication Over the Air

S. Dörner, S. Cammerer, J. Hoydis, and S. Ten Brink. IEEE journal of selected topics in signal processing, 12 (1): 132-143 (2018)
DOI: 10.1109/JSTSP.2017.2784180

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Dr. phil. Jakob Hoydis University of Stuttgart

Helena Jakob University of Stuttgart

Henrik Jakob University of Stuttgart

apl. Prof. Dr. Jakob Steinbrenner University of Stuttgart

Jakob Meier University of Stuttgart

Other publications of authors with the same name

Rate loss analysis of transmitter cooperation with distributed CSIT.P. de Kerret, J. Hoydis, and D. Gesbert. SPAWC, page 190-194. IEEE, (2013)Deterministic Equivalents for the Performance Analysis of Isometric Random Precoded Systems.J. Hoydis, R. Couillet, and M. Debbah. ICC, page 1-5. IEEE, (2011)Sharpened capacity lower bounds of fading MIMO channels with imperfect CSI.A. Pastore, J. Hoydis, and J. Fonollosa. ISIT, page 2089-2093. IEEE, (2013)Asymptotic analysis of distributed multi-cell beamforming.S. Lakshminarayana, J. Hoydis, M. Debbah, and M. Assaad. PIMRC, page 2105-2110. IEEE, (2010)Effects of topology on local throughput-capacity of ad hoc networks.J. Hoydis, M. Petrova, and P. Mähönen. PIMRC, page 1-5. IEEE, (2008)Model-Free Training of End-to-End Communication Systems.F. Aoudia, and J. Hoydis. IEEE Journal on Selected Areas in Communications, 37 (11): 2503-2516 (2019)Analysis of multicell cooperation with random user locations via deterministic equivalents.J. Hoydis, A. Müller, R. Couillet, and M. Debbah. WiOpt, page 374-379. IEEE, (2012)Pilot contamination is not a fundamental asymptotic limitation in massive MIMO.E. Björnson, J. Hoydis, and L. Sanguinetti. ICC, page 1-6. IEEE, (2017)Optimal 3D cell planning: A random matrix approach.A. Müller, J. Hoydis, R. Couillet, and M. Debbah. GLOBECOM, page 4512-4517. IEEE, (2012)Introduction to the special section on deep reinforcement learning for future wireless communication networks.S. Gong, D. Hoang, D. Niyato, A. Shafie, A. Domenico, E. Strinati, and J. Hoydis. IEEE Trans. Cogn. Comm. & Networking, 5 (4): 1019-1023 (2019)