Advanced self-sensing road stud: integrating deep learning-based speed detection and energy harvesting

T Aslam, A Azam, A Ahmed, SA Mugheri… - Smart Materials and …, 2024 - iopscience.iop.org
This study introduces a self-powered and self-sensing vehicle speed detection sensor,
representing a significant advancement in transportation. The system employs mechanical …

Deep Neural Networks for Identifying Modes of Transport Using GPS Data

SH Hosseini, G Gentile, LMB Miristice… - … on Environment and …, 2024 - ieeexplore.ieee.org
The use of GPS-based data collection methods has gradually replaced traditional survey-
based methods in recent years as a result of the ability to extract more accurate trip data …

[PDF][PDF] A deep learning-based approach to recognize passengers' transport mode and trip phases

ASH Hosseinia, BG Gentilea, CLMB Miristice, DF Viti - 2024 - trc-30.epfl.ch
Detecting transit modes people use for daily movements and recognizing passengers' trip
phases can provide valuable data for urban planning, transportation infrastructure …