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eess.SP2024★ 2 cited
5G-Advanced AI/ML Beam Management: Performance Evaluation with Integrated ML Models
Nalin Jayaweera, Andrea Bonfante, Mark Schamberger +6
The legacy beam management (BM) procedure in 5G introduces higher measurement and reporting overheads for larger beam codebooks resulting in higher power consumption of user equipm…
eess.SP2021
Elevated LiDAR based Sensing for 6G -- 3D Maps with cm Level Accuracy
Madhushanka Padmal, Dileepa Marasinghe, Vijitha Isuru +3
One key vertical application that will be enabled by 6G is the automation of the processes with the increased use of robots. As a result, sensing and localization of the surroundin…
eess.SP2020
Hierarchical User Clustering for mmWave-NOMA Systems
Dileepa Marasinghe, Nalin Jayaweera, Nandana Rajatheva +1
Non-orthogonal multiple access (NOMA) and mmWave are two complementary technologies that can support the capacity demand that arises in 5G and beyond networks. The increasing numbe…