An intelligent iot sensing system for rail vehicle running states based on tinyml

S Zhou, Y Du, B Chen, Y Li, X Luan - IEEE Access, 2022 - ieeexplore.ieee.org
Real-time identification of the running state is one of the key technologies for a smart rail
vehicle. However, it is a challenge to accurately real-time sense the complex running states …

Multidimensional Edge Perception Model for Rail Vehicle Operational States Based On Artificial Intelligence of Things

S Zhou, T Guo, X Luan, Y Li - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
In the domain of Prognostics and Health Management (PHM) for intelligent rail vehicles, real-
time multidimensional perception is crucial for vehicle monitoring. However, achieving such …

DOCOR: Sensing everything from route buses

I Arai, M Kametani, N Honda… - 2020 IEEE 6th World …, 2020 - ieeexplore.ieee.org
With the spreading of digital tachographs for transportation systems, IoT is coming to route
bus fields as well. The primary purpose is to make an operation of route buses efficient by …

Spatiotemporal bus route profiling using odometer data

X Fei, O Gkountouna, D Pfoser, A Züfle - Proceedings of the 27th ACM …, 2019 - dl.acm.org
Fixed-route bus systems are an important part of the urban transportation mix. A
considerable disadvantage of buses is their slow speed, which is in part due to frequent …

A framework for transit monitoring system using IoT technology: Two case studies

S El-Tawab, I Arai, A Salman… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
With the fast increase of wireless technology, more new applications are developed
targeting smart cities. It is clear that soon-to-be, each city will be covered with wireless …

Transit System Prediction for Real-time Weather Conditions: Fleet Management and Weather-related Ridership

A Elnoshokaty, I Arai, S El-Tawab… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
The communication technology revolution in this era has increased the use of smartphones
in the world of transportation. The public transit system wishes to predict the expected …

[PDF][PDF] Bus Operation Learning from Telemetry Combining Bio-inspired Approaches with Geospatial Analysis

SS Nielsen, M Ostaszewski, U Leopold, M Seredynski - researchgate.net
Bus fleets equipped with telemetry sensors connected to fleet management systems
generate an extensive amount of data, which today is only used to generate aggregated …