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Deep Contextual Bandits for Fast Neighbor-Aided Initial Access in mmWave Cell-Free Networks


Mar 17, 2021
Insaf Ismath, Samad Ali, Nandana Rajatheva, Matti Latva-aho

* Submitted to IEEE Wireless Communication Letters 

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Elevated LiDAR based Sensing for 6G -- 3D Maps with cm Level Accuracy


Feb 22, 2021
Madhushanka Padmal, Dileepa Marasinghe, Vijitha Isuru, Nalin Jayaweera, Samad Ali, Nandana Rajatheva

* Submitted to EuCNC 2021 

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Deep Learning-based Power Control for Cell-Free Massive MIMO Networks


Feb 20, 2021
Nuwanthika Rajapaksha, K. B. Shashika Manosha, Nandana Rajatheva, Matti Latva-aho

* Accepted for IEEE ICC 2021 

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Event-Driven Source Traffic Prediction in Machine-Type Communications Using LSTM Networks


Jan 12, 2021
Thulitha Senevirathna, Bathiya Thennakoon, Tharindu Sankalpa, Chatura Seneviratne, Samad Ali, Nandana Rajatheva

* 6 pages, 6 figures, IEEE Global Communications Conference 2020, https://globecom2020.ieee-globecom.org/program/symposia-tuesday 

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Low Complexity Autoencoder based End-to-End Learning of Coded Communications Systems


Nov 19, 2019
Nuwanthika Rajapaksha, Nandana Rajatheva, Matti Latva-aho

* 6 pages. Submitted to IEEE WCNC 2020 

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Autonomous Driving without a Burden: View from Outside with Elevated LiDAR


Oct 31, 2018
Nalin Jayaweera, Nandana Rajatheva, Matti Latva-aho


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