Mohammed Mallik
Compétences
Publications
Publications
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Fast Field Strength Prediction Using Modern Machine Learning in European Cities From Few RF-EMF Measurements: A Neural Tangent Kernel PerspectiveIEEE Access, 2025, 13, pp.131003-131014. ⟨10.1109/ACCESS.2025.3589492⟩ |
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EMF Aware Reinforcement Learning for Base Station Deployment Using Conditional GANsIEEE Access, 2025, 14, pp.3806-3820. ⟨10.1109/ACCESS.2025.3648583⟩ |
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Fast Channel Estimation by Infinite Width Convolutional NetworksElectronics Letters, 2025, 61, ⟨10.1049/ell2.70385⟩ |
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EME-CNTK: Infinite Limits of Convolutional Neural Network for Urban Electromagnetic Field Exposure ReconstructionIEEE Access, 2024, 12, pp.49476-49488. ⟨10.1109/ACCESS.2024.3380835⟩ |
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Towards Outdoor Electromagnetic Field Exposure Mapping Generation Using Conditional GANsSensors, 2022, 22 (24), pp.9643. ⟨10.3390/s22249643⟩ |
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Deep Learning Based Received Signal Strength EstimationICMLCN 2025 - IEEE International Conference on Machine Learning for Communication and Networking, IEEE, May 2025, Barcelona, Spain |
Realistic EMF Exposure Estimation from Low Density Sensor Network by Finite & Infinite Neural Networks2025 19th European Conference on Antennas and Propagation (EuCAP), Mar 2025, Stockholm, Sweden. pp.1-5, ⟨10.23919/EuCAP63536.2025.10999838⟩ |
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[Best paper award] GLIP: Electromagnetic Field Exposure Map Completion by Deep Generative Networks2024 IEEE 35th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Sep 2024, Valencia, Italy. pp.1-5, ⟨10.1109/PIMRC59610.2024.10817428⟩ |
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Deep Learning-based Successive Interference Cancellation to Improve Uplink in LoRa NetworksFourth IEEE International Mediterranean Conference on Communications and Networking (IEEE MEDITCOM 2024), 2024, Madrid, Spain. pp.179-183 |
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A Comparative Analysis of Single-Input Single-Output Stationarity Time and Pathloss in Suburban Environments for Vehicle-to-Infrastructure Channel Using Veneris Ray-Tracing and Real DataThe Thirteenth International Conference on Advances in Vehicular Systems, Technologies and Applications VEHICULAR 2024, International Academy, Research, and Industry Association (IARIA), Mar 2024, Athens (Greece), Greece. pp.6 |
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EME-GAN: A Conditional Generative Adversarial Network based Indoor EMF Exposure Map Reconstruction29Â Colloque sur le traitement du signal et des image, GRETSI - Groupe de Recherche en Traitement du Signal et des Images, Aug 2023, Grenoble, France. pp.745-748 |
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Récepteur multiutilisateur basé sur l'apprentissage profond pour améliorer la liaison montante dans les réseaux LoRa29ème Colloque Francophone du Traitement du Signal et des Images GRETSI, Aug 2023, Grenoble, France |
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EME-Net: A U-net-based Indoor EMF Exposure Map Reconstruction Method2022 16th European Conference on Antennas and Propagation (EuCAP), Mar 2022, Madrid, Spain. pp.1-5, ⟨10.23919/EuCAP53622.2022.9769645⟩ |