Fayçal Ait Aoudia

57 papers A 1B 5C 1Misc 1Journal 32Unranked 16
YearRankTypeTitle / Venue / Authors
2023 — conf
Sionna RT: Differentiable Ray Tracing for Radio Propagation Modeling.
GLOBECOM (Workshops)
Jakob Hoydis, Fayçal Ait Aoudia, Sebastian Cammerer, Merlin Nimier-David, Nikolaus Binder, Guillermo Marcus, Alexander Keller
2022 — conf
Convolutional Self-Attention-Based Multi-User MIMO Demapper.
ICC
Athur Michon, Fayçal Ait Aoudia, K. Pavan Srinath
2022 J jnl
Convolutional Self-Attention-Based Multi-User MIMO Demapper.
CoRR
Athur Michon, Fayçal Ait Aoudia, K. Pavan Srinath
2022 J jnl
End-to-End Learning for OFDM: From Neural Receivers to Pilotless Communication.
IEEE Trans. Wirel. Commun.
Fayçal Ait Aoudia, Jakob Hoydis
2022 J jnl
Sionna: An Open-Source Library for Next-Generation Physical Layer Research.
CoRR
Jakob Hoydis, Sebastian Cammerer, Fayçal Ait Aoudia, Avinash Vem, Nikolaus Binder, Guillermo Marcus, Alexander Keller
2022 J jnl
Waveform Learning for Next-Generation Wireless Communication Systems.
IEEE Trans. Commun.
Fayçal Ait Aoudia, Jakob Hoydis
2022 J jnl
Waveform Learning for Reduced Out-of-Band Emissions Under a Nonlinear Power Amplifier.
CoRR
Dani Korpi, Mikko Honkala, Janne M. J. Huttunen, Fayçal Ait Aoudia, Jakob Hoydis
2021 — conf
End-to-End Learning of OFDM Waveforms with PAPR and ACLR Constraints.
GLOBECOM (Workshops)
Mathieu Goutay, Fayçal Ait Aoudia, Jakob Hoydis, Jean-Marie Gorce
2021 J jnl
End-to-End Learning of OFDM Waveforms with PAPR and ACLR Constraints.
CoRR
Mathieu Goutay, Fayçal Ait Aoudia, Jakob Hoydis, Jean-Marie Gorce
2021 — conf
End-to-end Waveform Learning Through Joint Optimization of Pulse and Constellation Shaping.
GLOBECOM (Workshops)
Fayçal Ait Aoudia, Jakob Hoydis
2021 J jnl
End-to-end Waveform Learning Through Joint Optimization of Pulse and Constellation Shaping.
CoRR
Fayçal Ait Aoudia, Jakob Hoydis
2021 J jnl
Learning OFDM Waveforms with PAPR and ACLR Constraints.
CoRR
Mathieu Goutay, Fayçal Ait Aoudia, Jakob Hoydis, Jean-Marie Gorce
2021 J jnl
Machine Learning for MU-MIMO Receive Processing in OFDM Systems.
IEEE J. Sel. Areas Commun.
Mathieu Goutay, Fayçal Ait Aoudia, Jakob Hoydis, Jean-Marie Gorce
2021 — conf
Machine Learning-enhanced Receive Processing for MU-MIMO OFDM Systems.
SPAWC
Mathieu Goutay, Fayçal Ait Aoudia, Jakob Hoydis, Jean-Marie Gorce
2021 J jnl
Machine Learning-enhanced Receive Processing for MU-MIMO OFDM Systems.
CoRR
Mathieu Goutay, Fayçal Ait Aoudia, Jakob Hoydis, Jean-Marie Gorce
2021 J jnl
Toward a 6G AI-Native Air Interface.
IEEE Commun. Mag.
Jakob Hoydis, Fayçal Ait Aoudia, Alvaro Valcarce, Harish Viswanathan
2021 — conf
Trimming the Fat from OFDM: Pilot- and CP-less Communication with End-to-end Learning.
ICC Workshops
Fayçal Ait Aoudia, Jakob Hoydis
2021 J jnl
Trimming the Fat from OFDM: Pilot- and CP-less Communication with End-to-end Learning.
CoRR
Fayçal Ait Aoudia, Jakob Hoydis
2021 J jnl
Waveform Learning for Next-Generation Wireless Communication Systems.
CoRR
Fayçal Ait Aoudia, Jakob Hoydis
2020 — conf
Deep HyperNetwork-Based MIMO Detection.
SPAWC
Mathieu Goutay, Fayçal Ait Aoudia, Jakob Hoydis
2020 J jnl
Deep HyperNetwork-Based MIMO Detection.
CoRR
Mathieu Goutay, Fayçal Ait Aoudia, Jakob Hoydis
2020 J jnl
End-to-end Learning for OFDM: From Neural Receivers to Pilotless Communication.
CoRR
Fayçal Ait Aoudia, Jakob Hoydis
2020 — conf
Extended Abstract: Deep Learning of the Physical Layer for BICM Systems.
SiPS
Fayçal Ait Aoudia, Sebastian Cammerer, Sebastian Dörner, Maximilian Stark, Jakob Hoydis, Stephan ten Brink
2020 B conf
Joint Learning of Probabilistic and Geometric Shaping for Coded Modulation Systems.
GLOBECOM
Fayçal Ait Aoudia, Jakob Hoydis
2020 J jnl
Joint Learning of Probabilistic and Geometric Shaping for Coded Modulation Systems.
CoRR
Fayçal Ait Aoudia, Jakob Hoydis
2020 J jnl
Machine Learning for MU-MIMO Receive Processing in OFDM Systems.
CoRR
Mathieu Goutay, Fayçal Ait Aoudia, Jakob Hoydis, Jean-Marie Gorce
2020 J jnl
Towards a 6G AI-Native Air Interface.
CoRR
Jakob Hoydis, Fayçal Ait Aoudia, Alvaro Valcarce, Harish Viswanathan
2020 J jnl
Trainable Communication Systems: Concepts and Prototype.
IEEE Trans. Commun.
Sebastian Cammerer, Fayçal Ait Aoudia, Sebastian Dörner, Maximilian Stark, Jakob Hoydis, Stephan ten Brink
2019 B conf
Deep Reinforcement Learning Autoencoder with Noisy Feedback.
WiOpt
Mathieu Goutay, Fayçal Ait Aoudia, Jakob Hoydis
2019 — conf
Joint Learning of Geometric and Probabilistic Constellation Shaping.
GLOBECOM Workshops
Maximilian Stark, Fayçal Ait Aoudia, Jakob Hoydis
2019 J jnl
Joint Learning of Geometric and Probabilistic Constellation Shaping.
CoRR
Maximilian Stark, Fayçal Ait Aoudia, Jakob Hoydis
2019 J jnl
Model-Free Training of End-to-End Communication Systems.
IEEE J. Sel. Areas Commun.
Fayçal Ait Aoudia, Jakob Hoydis
2019 — conf
Towards Hardware Implementation of Neural Network-based Communication Algorithms.
SPAWC
Fayçal Ait Aoudia, Jakob Hoydis
2019 J jnl
Towards Hardware Implementation of Neural Network-based Communication Algorithms.
CoRR
Fayçal Ait Aoudia, Jakob Hoydis
2019 J jnl
Trainable Communication Systems: Concepts and Prototype.
CoRR
Sebastian Cammerer, Fayçal Ait Aoudia, Sebastian Dörner, Maximilian Stark, Jakob Hoydis, Stephan ten Brink
2018 J jnl
Deep Reinforcement Learning Autoencoder with Noisy Feedback.
CoRR
Mathieu Goutay, Fayçal Ait Aoudia, Jakob Hoydis
2018 Misc conf
End-to-End Learning of Communications Systems Without a Channel Model.
ACSSC
Fayçal Ait Aoudia, Jakob Hoydis
2018 J jnl
End-to-End Learning of Communications Systems Without a Channel Model.
CoRR
Fayçal Ait Aoudia, Jakob Hoydis
2018 — conf
Feature Selection Framework for Multi-Source Energy Harvesting Wireless Sensor Networks.
VTC Spring
Marwa Kazdoghli Lagha, Fayçal Ait Aoudia, Matthieu Gautier, Olivier Berder
2018 J jnl
Leveraging Energy Harvesting and Wake-Up Receivers for Long-Term Wireless Sensor Networks.
Sensors
Fayçal Ait Aoudia, Matthieu Gautier, Michele Magno, Olivier Berder, Luca Benini
2018 J jnl
Long-short range communication network leveraging LoRa™ and wake-up receiver.
Microprocess. Microsystems
Fayçal Ait Aoudia, Matthieu Gautier, Michele Magno, Mickaël Le Gentil, Olivier Berder, Luca Benini
2018 J jnl
Model-free Training of End-to-end Communication Systems.
CoRR
Fayçal Ait Aoudia, Jakob Hoydis
2018 J jnl
RLMan: An Energy Manager Based on Reinforcement Learning for Energy Harvesting Wireless Sensor Networks.
IEEE Trans. Green Commun. Netw.
Fayçal Ait Aoudia, Matthieu Gautier, Olivier Berder
2017 J jnl
A Generic Framework for Modeling MAC Protocols in Wireless Sensor Networks.
IEEE/ACM Trans. Netw.
Fayçal Ait Aoudia, Matthieu Gautier, Michele Magno, Olivier Berder, Luca Benini
2017 J jnl
Distributed Computation of Fair Packet Rates in Energy Harvesting Wireless Sensor Networks.
IEEE Wirel. Commun. Lett.
Fayçal Ait Aoudia, Matthieu Gautier, Olivier Berder
2017 — —
Energy Harvesting Wireless Sensor Networks Leveraging Wake-up Receivers: Energy Managers and MAC Protocols. (Réseaux de Capteurs Sans Fils Auto-alimentés Utilisant des Wake-up Radios: Gestionnaire d'Énergie et Protocoles MAC).
Fayçal Ait Aoudia
2017 — conf
Learning to survive: Achieving energy neutrality in wireless sensor networks using reinforcement learning.
ICC
Fayçal Ait Aoudia, Matthieu Gautier, Olivier Berder
2017 A conf
WULoRa: An energy efficient IoT end-node for energy harvesting and heterogeneous communication.
DATE
Michele Magno, Fayçal Ait Aoudia, Matthieu Gautier, Olivier Berder, Luca Benini
2016 C conf
A Low Latency and Energy Efficient Communication Architecture for Heterogeneous Long-Short Range Communication.
DSD
Fayçal Ait Aoudia, Michele Magno, Matthieu Gautier, Olivier Berder, Luca Benini
2016 B conf
Analytical and Experimental Evaluation of Wake-Up Receivers Based Protocols.
GLOBECOM
Fayçal Ait Aoudia, Michele Magno, Matthieu Gautier, Olivier Berder, Luca Benini
2016 B conf
Blind I/Q Imbalance Compensation for M-QAM Optical Coherent Systems Based on Pseudo-Rotation.
GLOBECOM
Ti Nguyen-Ti, Matthieu Gautier, Pascal Scalart, Olivier Berder, Trung-Hien Nguyen, Fayçal Ait Aoudia
2016 — conf
Demo abstract: How fuzzy logic can enhance energy management in Wireless Sensor nodes equipped by energy harvesters and wake-up radios.
DASIP
Fayçal Ait Aoudia, Matthieu Gautier, Olivier Berder
2016 — conf
Fuzzy power management for energy harvesting Wireless Sensor Nodes.
ICC
Fayçal Ait Aoudia, Matthieu Gautier, Olivier Berder
2016 J jnl
OPWUM: Opportunistic MAC Protocol Leveraging Wake-Up Receivers in WSNs.
J. Sensors
Fayçal Ait Aoudia, Matthieu Gautier, Olivier Berder
2016 — conf
Poster Abstract: Wake-Up Receivers for Energy Efficient and Low Latency Communication.
IPSN
Fayçal Ait Aoudia, Michele Magno, Matthieu Gautier, Olivier Berder, Luca Benini
2016 — conf
SNW-MAC: An Asynchronous Protocol Leveraging Wake-Up Receivers for Data Gathering in Star Networks.
S-CUBE
Fayçal Ait Aoudia, Matthieu Gautier, Michele Magno, Olivier Berder, Luca Benini
2015 B conf
GRAPMAN: Gradual power manager for consistent throughput of energy harvesting wireless sensor nodes.
PIMRC
Fayçal Ait Aoudia, Matthieu Gautier, Olivier Berder