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Fayšal Ait Aoudia
Fayšal Ait Aoudia
Verified email at nvidia.com
Title
Cited by
Cited by
Year
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
229*2019
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
822018
Trainable communication systems: Concepts and prototype
S Cammerer, FA Aoudia, S D÷rner, M Stark, J Hoydis, S Ten Brink
IEEE Transactions on Communications 68 (9), 5489-5503, 2020
732020
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), 2017á…, 2017
682017
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
472018
OPWUM: Opportunistic MAC protocol leveraging wake-up receivers in WSNs
F Ait Aoudia, M Gautier, O Berder
Journal of sensors 2016, 2016
462016
Joint learning of geometric and probabilistic constellation shaping
M Stark, FA Aoudia, J Hoydis
2019 IEEE Globecom Workshops (GC Wkshps), 1-6, 2019
432019
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
422016
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
352016
Toward a 6G AI-native air interface
J Hoydis, FA Aoudia, A Valcarce, H Viswanathan
IEEE Communications Magazine 59 (5), 76-81, 2021
342021
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
302021
Deep reinforcement learning autoencoder with noisy feedback
M Goutay, FA Aoudia, J Hoydis
2019 International Symposium on Modeling and Optimization in Mobile, Ad Hocá…, 2019
272019
Deep hypernetwork-based MIMO detection
M Goutay, FA Aoudia, J Hoydis
2020 IEEE 21st International Workshop on Signal Processing Advances iná…, 2020
242020
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
232018
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
232016
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
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
182017
GRAPMAN: Gradual power manager for consistent throughput of energy harvesting wireless sensor nodes
FA Aoudia, M Gautier, O Berder
2015 IEEE 26th Annual International Symposium on Personal, Indoor, andá…, 2015
182015
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
162021
Distributed computation of fair packet rates in energy harvesting wireless sensor networks
FA Aoudia, M Gautier, O Berder
IEEE wireless communications letters 6 (5), 626-629, 2017
142017
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