Probabilistic Ray-Tracing Aided Positioning at mmWave frequencies

VH Nguyen, V Corlay, N Gresset… - 2023 13th International …, 2023 - ieeexplore.ieee.org
We consider the following positioning problem where several base stations (BS) try to locate
a user equipment (UE): The UE sends a positioning signal to several BS. Each BS performs …

Model-based Deep Learning for Beam Prediction based on a Channel Chart

T Yassine, B Chatelier, V Corlay… - 2023 57th Asilomar …, 2023 - ieeexplore.ieee.org
Channel charting builds a map of the radio environment in an unsupervised way. The
obtained chart locations can be seen as low-dimensional compressed versions of channel …

Probabilistic positioning via ray tracing with noisy angle of arrival measurements

V Corlay, VH Nguyen, N Gresset - arXiv preprint arXiv:2403.00611, 2024 - arxiv.org
This paper investigates the problems of interference prediction and sensing for efficient
spectrum access and link adaptation. The considered approach for interference prediction …