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Deep Learning-based Power Control for Cell-Free Massive MIMO Networks
Nuwanthika Rajapaksha, K. B. Shashika Manosha, Nandana Rajatheva, Matti Latva-aho (2021). Deep Learning-based Power Control for Cell-Free Massive MIMO Networks. ICC 2022 - IEEE International Conference on Communications, DOI: 10.1109/icc42927.2021.9500734.
Article144 days agoUnsupervised Learning-Based Joint Power Control and Fronthaul Capacity Allocation in Cell-Free Massive MIMO With Hardware Impairments
Nuwanthika Rajapaksha, K. B. Shashika Manosha, Nandana Rajatheva, Matti Latva-aho (2023). Unsupervised Learning-Based Joint Power Control and Fronthaul Capacity Allocation in Cell-Free Massive MIMO With Hardware Impairments. IEEE Wireless Communications Letters, 12(7), pp. 1159-1163, DOI: 10.1109/lwc.2023.3265348.
Article144 days agoLow Complexity Autoencoder based End-to-End Learning of Coded Communications Systems
Nuwanthika Rajapaksha, Nandana Rajatheva, Matti Latva-aho (2020). Low Complexity Autoencoder based End-to-End Learning of Coded Communications Systems. , pp. 1-7, DOI: 10.1109/vtc2020-spring48590.2020.9128456.
Article144 days agoJointly-Mapped Reflection Modulation with Reconfigurable Intelligent Surfaces
Pasan Karunasena, Nandana Rajatheva, Nuwanthika Rajapaksha, Dilin Dampahalage, Dileepa Marasinghe, Matti Latva-aho (2024). Jointly-Mapped Reflection Modulation with Reconfigurable Intelligent Surfaces. ICC 2022 - IEEE International Conference on Communications, pp. 581-586, DOI: 10.1109/icc51166.2024.10622855.
Article144 days agoDeep Learning-based Joint Pilot and Data Power Control in Cell-Free Massive MIMO Networks
Nuwanthika Rajapaksha, Nandana Rajatheva, Matti Latva-aho (2024). Deep Learning-based Joint Pilot and Data Power Control in Cell-Free Massive MIMO Networks. 2021 IEEE 94th Vehicular Technology Conference (VTC2021-Fall), pp. 1-6, DOI: 10.1109/vtc2024-fall63153.2024.10757576.
Article144 days ago