[J1prep] Y. Benatia, A. Savard, R. Negrel and E. V. Belmega, "Robust DNNs for power allocation problems in cognitive relay networks." In preparation for submission to IEEE Transactions on Machine Learning in Communications and Networking, 2023.
[C2] Y. Benatia, R. Negrel, A. Savard and E. V. Belmega, "Robustness to imperfect CSI of power allocation policies in cognitive relay networks". In: IEEE SPAWC 2022, July 4-6 2022, Oulu, Finland, p. 6.
[C1] Y. Benatia, A. Savard, R. Negrel and E. V. Belmega, "Unsupervised deep learning to solve power allocation problems in cognitive relay networks". In: IEEE ICC Workshop on Data Driven Intelligence for Networks and Systems (DDINS), May 16-20 2022, Seoul, South Korea, p. 6.
[CF1] R. Negrel, Y. Benatia, A. Savard, and E. V. Belmega, "Sélection de relais robuste aux canaux imparfaits pour la radio cognitive coopérative exploitant des réseaux profond", accepted to GRETSI, Grenoble, France, Apr. 2023.
Robustness to imperfect CSI of power allocation policies in cognitive relay networks
Seminar presentation 2022 (University of Oulu, Finland).
Unsupervised deep learning to solve power allocation problems in cognitive relay network
PhD student day 2022 (Virtual).
Cooperation, optimization and artificial intelligence for future communications
PhD student day 2021 (Virtual).