2 citations · 2 across the 4 of their papers we have counts for
5 papers
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…
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…
Factory Automation: Resource Allocation of an Elevated LiDAR System with URLLC Requirements
Nalin Jayaweera, Dileepa Marasinghe, Nandana Rajatheva +1
Ultra-reliable and low-latency communications (URLLC) play a vital role in factory automation. To share the situational awareness data collected from the infrastructure as raw or p…
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…
Autonomous Driving without a Burden: View from Outside with Elevated LiDAR
Nalin Jayaweera, Nandana Rajatheva, Matti Latva-aho
The current autonomous driving architecture places a heavy burden in signal processing for the graphics processing units (GPUs) in the car. This directly translates into battery dr…