Local tuning of a site-specific propagation path loss model for microcell environments

D Castro-Hernandez, R Paranjape - Wireless Personal Communications, 2016 - Springer
New local and semi-global tuning methods for a 3D site-specific propagation path loss
model based on the uniform theory of diffraction are proposed in this paper. The purpose of …

Fully Differentiable Ray Tracing via Discontinuity Smoothing for Radio Network Optimization

J Eertmans, L Jacques… - 2024 18th European …, 2024 - ieeexplore.ieee.org
Recently, Differentiable Ray Tracing has been successfully applied in the field of wireless
communications for learning radio materials or optimizing the transmitter orien-tation …

Three-Dimensional Ray-Tracing-Based Propagation Prediction Model for Macrocellular Environment at Sub-6 GHz Frequencies

Z Liu, P Zhao, L Guo, Z Nan, Z Zhong, J Li - Electronics, 2024 - mdpi.com
This paper presents a 3D ray-tracing model using geometrical optics and the uniform theory
of diffraction in radio channel characterizations of macrocellular environments. On the basis …

[PDF][PDF] DiffeRT2d: A Differentiable Ray Tracing Python Framework for Radio Propagation

J Eertmans, C Oestges, L Jacques - Journal of Open Source Software, 2024 - joss.theoj.org
Ray Tracing (RT) is arguably one of the most prevalent methodologies in the field of radio
propagation modeling. However, access to RT software is often constrained by its closed …

Towards Generative Ray Path Sampling for Faster Point-to-Point Ray Tracing

J Eertmans, N Di Cicco, C Oestges, L Jacques… - arXiv preprint arXiv …, 2024 - arxiv.org
Radio propagation modeling is essential in telecommunication research, as radio channels
result from complex interactions with environmental objects. Recently, Machine Learning …

Comparing Differentiable and Dynamic Ray Tracing: Introducing the Multipath Lifetime Map

J Eertmans, EM Vittuci, VD Esposti, L Jacques… - arXiv preprint arXiv …, 2024 - arxiv.org
With the increasing presence of dynamic scenarios, such as Vehicle-to-Vehicle
communications, radio propagation modeling tools must adapt to the rapidly changing …

[图书][B] Planning and Optimization of Cellular Heterogeneous Networks

DA Castro-Hernandez - 2016 - search.proquest.com
Over the past few years there has been an dramatic increase in mobile data traffic demand,
a trend that is expected to continue in coming years. Traditional macrocell-only networks are …