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Fayçal Ait Aoudia
Fayçal Ait Aoudia
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Tytuł
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Model-free training of end-to-end communication systems
FA Aoudia, J Hoydis
IEEE Journal on Selected Areas in Communications 37 (11), 2503-2516, 2019
349*2019
Trainable communication systems: Concepts and prototype
S Cammerer, FA Aoudia, S Dörner, M Stark, J Hoydis, S Ten Brink
IEEE Transactions on Communications 68 (9), 5489-5503, 2020
1402020
Toward a 6G AI-native air interface
J Hoydis, FA Aoudia, A Valcarce, H Viswanathan
IEEE Communications Magazine 59 (5), 76-81, 2021
1122021
RLMan: An energy manager based on reinforcement learning for energy harvesting wireless sensor networks
FA Aoudia, M Gautier, O Berder
IEEE Transactions on Green Communications and Networking 2 (2), 408-417, 2018
1102018
WULoRa: An energy efficient IoT end-node for energy harvesting and heterogeneous communication
M Magno, FA Aoudia, M Gautier, O Berder, L Benini
Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017 …, 2017
902017
Sionna: An open-source library for next-generation physical layer research
J Hoydis, S Cammerer, FA Aoudia, A Vem, N Binder, G Marcus, A Keller
arXiv preprint arXiv:2203.11854, 2022
882022
Joint learning of geometric and probabilistic constellation shaping
M Stark, FA Aoudia, J Hoydis
2019 IEEE Globecom Workshops (GC Wkshps), 1-6, 2019
772019
End-to-end learning for OFDM: From neural receivers to pilotless communication
FA Aoudia, J Hoydis
IEEE Transactions on Wireless Communications 21 (2), 1049-1063, 2021
642021
Long-short range communication network leveraging LoRa™ and wake-up receiver
FA Aoudia, M Gautier, M Magno, M Le Gentil, O Berder, L Benini
Microprocessors and Microsystems 56, 184-192, 2018
592018
OPWUM: Opportunistic MAC protocol leveraging wake-up receivers in WSNs
F Ait Aoudia, M Gautier, O Berder
Journal of sensors 2016, 2016
542016
Deep hypernetwork-based MIMO detection
M Goutay, FA Aoudia, J Hoydis
2020 IEEE 21st International Workshop on Signal Processing Advances in …, 2020
522020
Fuzzy power management for energy harvesting Wireless Sensor Nodes
FA Aoudia, M Gautier, O Berder
2016 IEEE International Conference on Communications (ICC), 1-6, 2016
472016
Deep reinforcement learning autoencoder with noisy feedback
M Goutay, FA Aoudia, J Hoydis
2019 International Symposium on Modeling and Optimization in Mobile, Ad Hoc …, 2019
452019
A generic framework for modeling MAC protocols in wireless sensor networks
FA Aoudia, M Gautier, M Magno, O Berder, L Benini
IEEE/ACM Transactions on Networking 25 (3), 1489-1500, 2016
422016
Leveraging energy harvesting and wake-up receivers for long-term wireless sensor networks
F Ait Aoudia, M Gautier, M Magno, O Berder, L Benini
Sensors 18 (5), 1578, 2018
362018
Machine learning for MU-MIMO receive processing in OFDM systems
M Goutay, FA Aoudia, J Hoydis, JM Gorce
IEEE Journal on Selected Areas in Communications 39 (8), 2318-2332, 2021
272021
Waveform learning for next-generation wireless communication systems
FA Aoudia, J Hoydis
IEEE Transactions on Communications 70 (6), 3804-3817, 2022
26*2022
A low latency and energy efficient communication architecture for heterogeneous long-short range communication
FA Aoudia, M Magno, M Gautier, O Berder, L Benini
2016 Euromicro conference on digital system design (DSD), 200-206, 2016
262016
Learning to survive: Achieving energy neutrality in wireless sensor networks using reinforcement learning
FA Aoudia, M Gautier, O Berder
2017 IEEE International Conference on Communications (ICC), 1-6, 2017
222017
Analytical and experimental evaluation of wake-up receivers based protocols
FA Aoudia, M Magno, M Gautier, O Berder, L Benini
2016 IEEE Global Communications Conference (GLOBECOM), 1-7, 2016
222016
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