Revisiting Performance Metrics for Multimodal mmWave Beam Prediction Using Deep Learning

K Vuckovic, SM Hosseini… - MILCOM 2024-2024 …, 2024 - ieeexplore.ieee.org
Directional millimeter-wave (mmWave) wireless communication systems with large antenna
arrays face challenges in dynamically managing beams for mobile users. Recently …

6G Vision-Intelligent Millimeter-Wave Systems on High-Altitude Platform Stations

MS Alamgir, B Kelley - 2024 IEEE 15th Annual Ubiquitous …, 2024 - ieeexplore.ieee.org
Broadband high-altitude platform station (HAPS) concepts have garnered notable attention
from 6 G researchers due to their superior line-of-sight (LoS) probabilities, making them …

Robust Machine Learning Based Frameworks for Localization and mmWave Beam Prediction in Massive MIMO Systems

K Vuckovic - 2024 - stars.library.ucf.edu
The primary focus of this doctoral dissertation is the investigation of robust massive Multiple
Input Multiple Output (MIMO) communication systems. The study centers on two closely …

Obstacle Detection and Infrastructure Deployment for Efficient Millimeter-wave Communications

S Sarkar - 2023 - dspace.isical.ac.in
There has been growing interest in millimeter-wave (mmWave) communication due to the
promising high speeds and immense amounts of unused bandwidth available. However …

Kaksoiskameranäkymään perustuva Esteiden Ennustaminen Sisäympäristössä ja Vertailu LIDAR pohjaiseen ratkaisuun

A Hettiarachchige Don - 2024 - oulurepo.oulu.fi
This thesis presents a novel approach for predicting blockages in indoor environments
within the context of 5G and beyond communication systems. The proposed solution utilizes …