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Deep Neural Network-Based Blind Multiple User Detection for Grant-free Multi-User Shared Access


Jun 21, 2021
Thushan Sivalingam, Samad Ali, Nurul Huda Mahmood, Nandana Rajatheva, Matti Latva-Aho

* Accepted for 2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)-Workshop 

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Deep Learning-Based Active User Detection for Grant-free SCMA Systems


Jun 21, 2021
Thushan Sivalingam, Samad Ali, Nurul Huda Mahmood, Nandana Rajatheva, Matti Latva-Aho

* Accepted for 2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) 

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Constrained Deep Reinforcement Based Functional Split Optimization in Virtualized RANs


May 31, 2021
Fahri Wisnu Murti, Samad Ali, Matti Latva-aho

* Submitted to IEEE for possible publication. arXiv admin note: text overlap with arXiv:2105.14731 

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Average Rate Analysis of RIS-aided Short Packet Communication in URLLC Systems


Mar 22, 2021
Ramin Hashemi, Samad Ali, Nurul Huda Mahmood, Matti Latva-aho

* Accepted in ICC 2021 Workshop on Reconfigurable Intelligent Surfaces for Future Wireless Communications. arXiv admin note: substantial text overlap with arXiv:2102.13363 

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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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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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Cyber-Physical Security and Safety of Autonomous Connected Vehicles: Optimal Control Meets Multi-Armed Bandit Learning


Dec 13, 2018
Aidin Ferdowsi, Samad Ali, Walid Saad, Narayan B. Mandayam

* 30 pages, 11 figures 

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