Fayçal Ait Aoudia

ORCID

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 55

Top Venues

University of Rennes 1, France (PHD)

Education History

University of Rennes 1, France

PHD

Publications

Jakob Hoydis, Fayçal Ait Aoudia, Sebastian Cammerer, Merlin Nimier-David, Nikolaus Binder, Guillermo Marcus, Alexander Keller
Sionna RT: Differentiable Ray Tracing for Radio Propagation Modeling. GLOBECOM (Workshops) (2023)
Athur Michon, Fayçal Ait Aoudia, K. Pavan Srinath
Convolutional Self-Attention-Based Multi-User MIMO Demapper. CoRR (2022)
Dani Korpi, Mikko Honkala, Janne M. J. Huttunen, Fayçal Ait Aoudia, Jakob Hoydis
Waveform Learning for Reduced Out-of-Band Emissions Under a Nonlinear Power Amplifier. CoRR (2022)
Fayçal Ait Aoudia, Jakob Hoydis
End-to-End Learning for OFDM: From Neural Receivers to Pilotless Communication. IEEE Trans. Wirel. Commun. 21 (2) (2022)
Fayçal Ait Aoudia, Jakob Hoydis
Waveform Learning for Next-Generation Wireless Communication Systems. IEEE Trans. Commun. 70 (6) (2022)
Jakob Hoydis, Sebastian Cammerer, Fayçal Ait Aoudia, Avinash Vem, Nikolaus Binder, Guillermo Marcus, Alexander Keller
Sionna: An Open-Source Library for Next-Generation Physical Layer Research. CoRR (2022)
Athur Michon, Fayçal Ait Aoudia, K. Pavan Srinath
Convolutional Self-Attention-Based Multi-User MIMO Demapper. ICC (2022)
Mathieu Goutay, Fayçal Ait Aoudia, Jakob Hoydis, Jean-Marie Gorce
End-to-End Learning of OFDM Waveforms with PAPR and ACLR Constraints. CoRR (2021)
Mathieu Goutay, Fayçal Ait Aoudia, Jakob Hoydis, Jean-Marie Gorce
End-to-End Learning of OFDM Waveforms with PAPR and ACLR Constraints. GLOBECOM (Workshops) (2021)
Jakob Hoydis, Fayçal Ait Aoudia, Alvaro Valcarce, Harish Viswanathan
Toward a 6G AI-Native Air Interface. IEEE Commun. Mag. 59 (5) (2021)
Fayçal Ait Aoudia, Jakob Hoydis
End-to-end Waveform Learning Through Joint Optimization of Pulse and Constellation Shaping. CoRR (2021)
Fayçal Ait Aoudia, Jakob Hoydis
Waveform Learning for Next-Generation Wireless Communication Systems. CoRR (2021)
Fayçal Ait Aoudia, Jakob Hoydis
Trimming the Fat from OFDM: Pilot- and CP-less Communication with End-to-end Learning. ICC Workshops (2021)
Fayçal Ait Aoudia, Jakob Hoydis
End-to-end Waveform Learning Through Joint Optimization of Pulse and Constellation Shaping. GLOBECOM (Workshops) (2021)
Mathieu Goutay, Fayçal Ait Aoudia, Jakob Hoydis, Jean-Marie Gorce
Machine Learning-enhanced Receive Processing for MU-MIMO OFDM Systems. SPAWC (2021)
Mathieu Goutay, Fayçal Ait Aoudia, Jakob Hoydis, Jean-Marie Gorce
Learning OFDM Waveforms with PAPR and ACLR Constraints. CoRR (2021)
Mathieu Goutay, Fayçal Ait Aoudia, Jakob Hoydis, Jean-Marie Gorce
Machine Learning for MU-MIMO Receive Processing in OFDM Systems. IEEE J. Sel. Areas Commun. 39 (8) (2021)
Fayçal Ait Aoudia, Jakob Hoydis
Trimming the Fat from OFDM: Pilot- and CP-less Communication with End-to-end Learning. CoRR (2021)
Mathieu Goutay, Fayçal Ait Aoudia, Jakob Hoydis, Jean-Marie Gorce
Machine Learning-enhanced Receive Processing for MU-MIMO OFDM Systems. CoRR (2021)
Fayçal Ait Aoudia, Jakob Hoydis
End-to-end Learning for OFDM: From Neural Receivers to Pilotless Communication. CoRR (2020)
Jakob Hoydis, Fayçal Ait Aoudia, Alvaro Valcarce, Harish Viswanathan
Towards a 6G AI-Native Air Interface. CoRR (2020)
Sebastian Cammerer, Fayçal Ait Aoudia, Sebastian Dörner, Maximilian Stark, Jakob Hoydis, Stephan ten Brink
Trainable Communication Systems: Concepts and Prototype. IEEE Trans. Commun. 68 (9) (2020)
Mathieu Goutay, Fayçal Ait Aoudia, Jakob Hoydis
Deep HyperNetwork-Based MIMO Detection. CoRR (2020)
Mathieu Goutay, Fayçal Ait Aoudia, Jakob Hoydis
Deep HyperNetwork-Based MIMO Detection. SPAWC (2020)
Fayçal Ait Aoudia, Jakob Hoydis
Joint Learning of Probabilistic and Geometric Shaping for Coded Modulation Systems. GLOBECOM (2020)
Fayçal Ait Aoudia, Jakob Hoydis
Joint Learning of Probabilistic and Geometric Shaping for Coded Modulation Systems. CoRR (2020)
Mathieu Goutay, Fayçal Ait Aoudia, Jakob Hoydis, Jean-Marie Gorce
Machine Learning for MU-MIMO Receive Processing in OFDM Systems. CoRR (2020)
Fayçal Ait Aoudia, Sebastian Cammerer, Sebastian Dörner, Maximilian Stark, Jakob Hoydis, Stephan ten Brink
Extended Abstract: Deep Learning of the Physical Layer for BICM Systems. SiPS (2020)
Sebastian Cammerer, Fayçal Ait Aoudia, Sebastian Dörner, Maximilian Stark, Jakob Hoydis, Stephan ten Brink
Trainable Communication Systems: Concepts and Prototype. CoRR (2019)
Fayçal Ait Aoudia, Jakob Hoydis
Towards Hardware Implementation of Neural Network-based Communication Algorithms. SPAWC (2019)
Fayçal Ait Aoudia, Jakob Hoydis
Towards Hardware Implementation of Neural Network-based Communication Algorithms. CoRR (2019)
Maximilian Stark, Fayçal Ait Aoudia, Jakob Hoydis
Joint Learning of Geometric and Probabilistic Constellation Shaping. CoRR (2019)
Mathieu Goutay, Fayçal Ait Aoudia, Jakob Hoydis
Deep Reinforcement Learning Autoencoder with Noisy Feedback. WiOpt (2019)
Maximilian Stark, Fayçal Ait Aoudia, Jakob Hoydis
Joint Learning of Geometric and Probabilistic Constellation Shaping. GLOBECOM Workshops (2019)
Fayçal Ait Aoudia, Jakob Hoydis
Model-Free Training of End-to-End Communication Systems. IEEE J. Sel. Areas Commun. 37 (11) (2019)
Fayçal Ait Aoudia, Jakob Hoydis
Model-free Training of End-to-end Communication Systems. CoRR (2018)
Fayçal Ait Aoudia, Jakob Hoydis
End-to-End Learning of Communications Systems Without a Channel Model. ACSSC (2018)
Marwa Kazdoghli Lagha, Fayçal Ait Aoudia, Matthieu Gautier, Olivier Berder
Feature Selection Framework for Multi-Source Energy Harvesting Wireless Sensor Networks. VTC Spring (2018)
Fayçal Ait Aoudia, Matthieu Gautier, Michele Magno, Mickaël Le Gentil, Olivier Berder, Luca Benini
Long-short range communication network leveraging LoRa™ and wake-up receiver. Microprocess. Microsystems 56 (2018)
Fayçal Ait Aoudia, Matthieu Gautier, Michele Magno, Olivier Berder, Luca Benini
Leveraging Energy Harvesting and Wake-Up Receivers for Long-Term Wireless Sensor Networks. Sensors 18 (5) (2018)
Mathieu Goutay, Fayçal Ait Aoudia, Jakob Hoydis
Deep Reinforcement Learning Autoencoder with Noisy Feedback. CoRR (2018)
Fayçal Ait Aoudia, Matthieu Gautier, Olivier Berder
RLMan: An Energy Manager Based on Reinforcement Learning for Energy Harvesting Wireless Sensor Networks. IEEE Trans. Green Commun. Netw. 2 (2) (2018)
Fayçal Ait Aoudia, Jakob Hoydis
End-to-End Learning of Communications Systems Without a Channel Model. CoRR (2018)
Fayçal Ait Aoudia, Matthieu Gautier, Olivier Berder
Learning to survive: Achieving energy neutrality in wireless sensor networks using reinforcement learning. ICC (2017)
Michele Magno, Fayçal Ait Aoudia, Matthieu Gautier, Olivier Berder, Luca Benini
WULoRa: An energy efficient IoT end-node for energy harvesting and heterogeneous communication. DATE (2017)
Fayçal Ait Aoudia, Matthieu Gautier, Michele Magno, Olivier Berder, Luca Benini
A Generic Framework for Modeling MAC Protocols in Wireless Sensor Networks. IEEE/ACM Trans. Netw. 25 (3) (2017)
Fayçal Ait Aoudia, Matthieu Gautier, Olivier Berder
Distributed Computation of Fair Packet Rates in Energy Harvesting Wireless Sensor Networks. IEEE Wirel. Commun. Lett. 6 (5) (2017)
Fayçal Ait Aoudia, Michele Magno, Matthieu Gautier, Olivier Berder, Luca Benini
A Low Latency and Energy Efficient Communication Architecture for Heterogeneous Long-Short Range Communication. DSD (2016)
Fayçal Ait Aoudia, Matthieu Gautier, Olivier Berder
Fuzzy power management for energy harvesting Wireless Sensor Nodes. ICC (2016)
Fayçal Ait Aoudia, Matthieu Gautier, Michele Magno, Olivier Berder, Luca Benini
SNW-MAC: An Asynchronous Protocol Leveraging Wake-Up Receivers for Data Gathering in Star Networks. S-CUBE (2016)
Fayçal Ait Aoudia, Matthieu Gautier, Olivier Berder
OPWUM: Opportunistic MAC Protocol Leveraging Wake-Up Receivers in WSNs. J. Sensors 2016 (2016)
Fayçal Ait Aoudia, Michele Magno, Matthieu Gautier, Olivier Berder, Luca Benini
Analytical and Experimental Evaluation of Wake-Up Receivers Based Protocols. GLOBECOM (2016)
Fayçal Ait Aoudia, Michele Magno, Matthieu Gautier, Olivier Berder, Luca Benini
Poster Abstract: Wake-Up Receivers for Energy Efficient and Low Latency Communication. IPSN (2016)
Fayçal Ait Aoudia, Matthieu Gautier, Olivier Berder
Demo abstract: How fuzzy logic can enhance energy management in Wireless Sensor nodes equipped by energy harvesters and wake-up radios. DASIP (2016)
Ti Nguyen-Ti, Matthieu Gautier, Pascal Scalart, Olivier Berder, Trung-Hien Nguyen, Fayçal Ait Aoudia
Blind I/Q Imbalance Compensation for M-QAM Optical Coherent Systems Based on Pseudo-Rotation. GLOBECOM (2016)
Fayçal Ait Aoudia, Matthieu Gautier, Olivier Berder
GRAPMAN: Gradual power manager for consistent throughput of energy harvesting wireless sensor nodes. PIMRC (2015)

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Publication Activity (10 Years)

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Fayçal Ait Aoudia