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Dive into the research topics where Catherine Lepers is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Light Communication Technology: An Enabling Technology for Sustainable Wired and Wireless Solutions
Chiaroni, D., Leroux, S., Fleschen, M., Berde, B., Abdeldayem, F., Serafimovski, N., Nikol, H., Delaunay, N., Béchadergue, B., Azoulay, B., Cordette, S., Clement, S., Tabu, J., Lepers, C. & Haas, H., 1 Jan 2025, Proceedings of the 13th International Conference on Photonics, Optics and Laser Technology. Iadicicco, A., Raposo, M., Albella, P. & Ribeiro, P. (eds.). Science and Technology Publications, Lda, p. 133-141 9 p. (International Conference on Photonics, Optics and Laser Technology; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Reinforcement learning-based wavelength-dependent power control for WDM systems
Sousa Pavani, G., Sengupta, D., Freire-Hermelo, M., Lavignotte, A., Tremblay, C. & Lepers, C., 1 Dec 2025, In: Optical Fiber Technology. 95, 104470.Research output: Contribution to journal › Article › peer-review
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Fault Prediction for Heterogeneous Telecommunication Networks Using Machine Learning: A Survey
Murphy, K., Lavignotte, A. & Lepers, C., 1 Apr 2024, In: IEEE Transactions on Network and Service Management. 21, 2, p. 2515-2538 24 p.Research output: Contribution to journal › Article › peer-review
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Fault Prediction for Optical Access Network Equipment using Decision Tree Methods
Murphy, K., Lavignotte, A. & Lepers, C., 1 Jan 2023, 2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023. Institute of Electrical and Electronics Engineers Inc., (2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Design of Optical-Wireless IR-UWBoF Systems with Spectral Line Suppression Capabilities
Perez-Ramos, A. E., Villarreal-Reyes, S., Galaviz-Mosqueda, A. & Lepers, C., 1 Nov 2022, In: Electronics (Switzerland). 11, 21, 3496.Research output: Contribution to journal › Article › peer-review
Open Access -
Dynamic modulation format and wavelength assignment in optical networks using reinforcement learning
Freire-Hermelo, M., Lavignotte, A. & Lepers, C., 1 Jan 2021, In: Optics InfoBase Conference Papers. NeF2B.4.Research output: Contribution to journal › Conference article › peer-review
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Reinforcement Learning for Compensating Power Excursions in Amplified WDM Systems
Freire-Hermelo, M., Sengupta, D., Lavignotte, A., Tremblay, C. & Lepers, C., 1 Nov 2021, In: Journal of Lightwave Technology. 39, 21, p. 6805-6813 9 p.Research output: Contribution to journal › Article › peer-review
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Optical amplifier control in optical networks using machine learning
Lepers, C., Freire-Hermelo, M., Lavignotte, A., Sengupta, D. & Tremblay, C., 1 Jan 2020, Photonic Networks and Devices, NETWORKS 2020. Optica Publishing Group (formerly OSA), (Optics InfoBase Conference Papers; vol. Part F185-NETWORKS 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Spectral coded phase bipolar OCDMA technological implementation thanks to low index modulation filters
Ghoumid, K., Ghadban, A., Boukricha, S., Ar-reyouchi, E. M., Yahiaoui, R., Mekaoui, S., Raschetti, M. & Lepers, C., 1 Mar 2020, In: Telecommunication Systems. 73, 3, p. 433-441 9 p.Research output: Contribution to journal › Article › peer-review
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Experimental Characterization of an SOA-Based Photonic Integrated Switch
Freire, M., De Carvalho Rodrigues, E., Surampudi, A., Gillet, F., Ware, C., Lavignotte, A. & Lepers, C., 28 Dec 2018, 2018 Asia Communications and Photonics Conference, ACP 2018. OSA - The Optical Society, 8595878. (Asia Communications and Photonics Conference, ACP; vol. 2018-October).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review