79 citations · 82 across the 5 of their papers we have counts for
5 papers
Predicting Train Delays in Finland Using Machine Learning and Weather Data
Vinicius Pozzobon Borin, Jean Michel de Souza Sant'Ana, Nurul Huda Mahmood
Reliable railway operations depend increasingly on real-time environmental intelligence delivered through wireless sensor infrastructures, a capability that 6G networks will substa…
Performance Analysis of LoRa and LR-FHSS in 3GPP LEO Satellite and HAPS Channel Scenarios for Remote Area IoT Coverage
Jean Michel de Souza Sant'Ana, Nurul Huda Mahmood, Vinicius Pozzobon Borin
In this paper, we analyze and compare the performance of LoRa and LR-FHSS in a remote area Internet-of-Things (IoT) connectivity scenario using a low-earth orbit (LEO) satellites a…
FI-TW: An Open Train-Weather Dataset for Railway Delay Analysis in Finland
Vinicius Pozzobon Borin, Jean Michel de Souza Sant'Ana, Usama Raheel +1
Train delays result from complex interactions between operational, technical, and environmental factors. While weather impacts railway reliability, particularly in Nordic regions,…
LR-FHSS-Sim: A Discrete-Event Simulator for LR-FHSS Networks
Jean Michel de Souza Sant Ana, Arliones Hoeller, Hirley Alves +1
This work presents the LR-FHSS-Sim, a free and open-source discrete-event simulator for LR-FHSS networks. We highlight the importance of network modeling for IoT coverage, especial…
Multi-UAV Path Learning for Age and Power Optimization in IoT with UAV Battery Recharge
Eslam Eldeeb, Jean Michel de Souza Sant'Ana, Dian Echevarría Pérez +3
In many emerging Internet of Things (IoT) applications, the freshness of the is an important design criterion. Age of Information (AoI) quantifies the freshness of the received inf…