| 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 | 396* | 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 | 165 | 2020 |
| 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 | 146 | 2022 |
| Toward a 6G AI-native air interface J Hoydis, FA Aoudia, A Valcarce, H Viswanathan IEEE Communications Magazine 59 (5), 76-81, 2021 | 142 | 2021 |
| 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 | 117 | 2018 |
| 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 | 92 | 2017 |
| Joint learning of geometric and probabilistic constellation shaping M Stark, FA Aoudia, J Hoydis 2019 IEEE Globecom Workshops (GC Wkshps), 1-6, 2019 | 86 | 2019 |
| 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 | 79 | 2021 |
| 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 | 66 | 2018 |
| Deep hypernetwork-based MIMO detection M Goutay, FA Aoudia, J Hoydis 2020 IEEE 21st International Workshop on Signal Processing Advances in …, 2020 | 65 | 2020 |
| OPWUM: Opportunistic MAC Protocol Leveraging Wake‐Up Receivers in WSNs F Ait Aoudia, M Gautier, O Berder Journal of sensors 2016 (1), 6263719, 2016 | 56 | 2016 |
| 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 | 49 | 2019 |
| 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 | 46 | 2016 |
| 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 | 44 | 2016 |
| Sionna RT: Differentiable ray tracing for radio propagation modeling J Hoydis, FA Aoudia, S Cammerer, M Nimier-David, N Binder, G Marcus, ... 2023 IEEE Globecom Workshops (GC Wkshps), 317-321, 2023 | 41 | 2023 |
| 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 | 40 | 2018 |
| Waveform learning for next-generation wireless communication systems FA Aoudia, J Hoydis IEEE Transactions on Communications 70 (6), 3804-3817, 2022 | 34* | 2022 |
| 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 | 31 | 2021 |
| Graph neural networks for channel decoding S Cammerer, J Hoydis, FA Aoudia, A Keller 2022 IEEE Globecom Workshops (GC Wkshps), 486-491, 2022 | 27 | 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 | 26 | 2016 |
Jakob HoydisNVIDIA ResearchVerified email at nvidia.com
