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Collaborations and top research areas from the last five years
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A Novel GAMP-Based Receiver for Nonlinearly Distorded Precoded OFDM Signals
Parmentier, H., Lehmann, F. & Berthet, A. O., 1 Jan 2025, 2025 IEEE 101st Vehicular Technology Conference, VTC 2025-Spring 2025 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE Vehicular Technology Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A Two-Stage Bayesian Receiver for Massive Grant-Free OFDM-NOMA with Interfering Pilot Symbols
Sagheer, F., Lehmann, F. & Berthet, A. O., 1 Jan 2025, In: IEEE Access. 13, p. 112905-112917 13 p.Research output: Contribution to journal › Article › peer-review
Open Access -
A New Hybrid Message Passing Algorithm for Joint User Activity Detection, Channel Estimation and Data Decoding in Grant-Free OFDM-IDMA
Sagheer, F., Lehmann, F. & Berthet, A. O., 1 Jan 2024, In: IEEE Transactions on Vehicular Technology. 73, 7, p. 10365-10380 16 p.Research output: Contribution to journal › Article › peer-review
Open Access -
A stochastic optimization technique for hyperparameter tuning in reservoir computing
Mwamsojo, N., Lehmann, F., Merghem, K., Frignac, Y. & Benkelfat, B. E., 14 Mar 2024, In: Neurocomputing. 574, 127262.Research output: Contribution to journal › Article › peer-review
Open Access -
Wirtinger Calculus-Based Expectation Propagation in Latent Variable Models Applied to Grant-Free NOMA
Sagheer, F., Lehmann, F. & Berthet, A. O., 1 Jan 2024, In: IEEE Signal Processing Letters. 31, p. 2360-2364 5 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Image Restoration Using Optoelectronic Coherent Ising Machine
Mwamsojo, N., Lehmann, F., Merghem, K., Abib, G., Frignac, Y. & Benkelfat, B. E., 1 Jan 2023, CLEO: Science and Innovations, CLEO:S and I 2023. Optical Society of America, (CLEO: Science and Innovations, CLEO:S and I 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Image Restoration Using Optoelectronic Coherent Ising Machine
Mwamsojo, N., Lehmann, F., Merghem, K., Abib, G., Frignac, Y. & Benkelfat, B. E., 1 Jan 2023, 2023 Conference on Lasers and Electro-Optics, CLEO 2023. Institute of Electrical and Electronics Engineers Inc., STh3F.7. (2023 Conference on Lasers and Electro-Optics, CLEO 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Optoelectronic coherent Ising machine for combinatorial optimization problems
Mwamsojo, N., Lehmann, F., Merghem, K., Benkelfat, B. E. & Frignac, Y., 15 Apr 2023, In: Optics Letters. 48, 8, p. 2150-2153 4 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Low-Complexity Dynamic Channel Estimation in Multi-Antenna Grant-Free NOMA
Sagheer, F., Lehmann, F. & Berthet, A. O., 1 Jan 2022, 2022 IEEE 95th Vehicular Technology Conference - Spring, VTC 2022-Spring - Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE Vehicular Technology Conference; vol. 2022-June).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Optoelectronic Reservoir Computer for Early Stage Alzheimer's Disease detection
Mwamsojo, N., Merghem, K., El-Yacoubi, M. A., Frignac, Y., Benkelfat, B. E., Rigaud, A. S. & Lehmann, F., 1 Jan 2022, 2022 Conference on Lasers and Electro-Optics, CLEO 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., ATh4I.5. (2022 Conference on Lasers and Electro-Optics, CLEO 2022 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review