Intelligent cognition of traffic loads on road bridges: From measurement to simulation–A review

J Zheng, J Tang, Z Zhou, J Heng, X Chu, T Wu - Measurement, 2022 - Elsevier
Traffic load is a crucial but complicated factor in determining the in-service performance and
deterioration behavior of bridges. A better understanding of traffic loads in different traffic …

Deep learning based vehicle detection and classification methodology using strain sensors under bridge deck

R Ma, Z Zhang, Y Dong, Y Pan - Sensors, 2020 - mdpi.com
Vehicle detection and classification have become important tasks for traffic monitoring,
transportation management and pavement evaluation. Nowadays there are sensors to …

The performance of distributed acoustic sensing for tracking the movement of road vehicles

PJ Thomas, Y Heggelund, I Klepsvik… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
In this paper we introduce Distributed Acoustic Sensing (DAS) and discuss its potential
application in Intelligent Transportation Systems (ITS). We present the fundamentals of the …

Analysis and visualization of data obtained from camera mounted on unmanned aerial vehicle used in areas of urban transport

A Kujawski, T Dudek - Sustainable Cities and Society, 2021 - Elsevier
Nowadays, it is practically impossible to find a public place, where a person or object would
not be under constant camera observation (mainly used to monitor traffic and to increase …

Use of magnetic monitoring of vehicles for proactive strategy development

S Gontarz, P Szulim, J Seńko, J Dybała - Transportation Research Part C …, 2015 - Elsevier
The proactive operational strategy in the transport system which is a parallel concept
associated with the Intelligent Transportation System (ITS) seems to be modern and right …

Load estimation of moving passenger cars using inductive-loop technology

Z Marszalek, K Duda, P Piwowar, M Stencel, T Zeglen… - Sensors, 2023 - mdpi.com
Due to their lack of driving controllability, overweight vehicles are a big threat to road safety.
The proposed method for a moving passenger car load estimation is capable of detecting an …

Application of ultra-weak fiber Bragg grating sensing array to road vehicle detection

J Jiang, L Yue, S Li, F Liu, J Pan, W Gan - Measurement, 2025 - Elsevier
Road vehicle detection is a significant task for tackling traffic issues in intelligent
transportation systems (ITS). In this paper, we introduce ultra-weak fiber Bragg grating …

Quality control of weigh-in-motion data incorporating threshold values and rational procedures

D Mai, RE Turochy, DH Timm - Transportation Research Part C: Emerging …, 2013 - Elsevier
Abstract Weigh-in-motion (WIM) stations constitute a key source of traffic data for use in
mechanistic–empirical pavement design. One of the major improvements provided by the …

Inductive loop axle detector based on resistance and reactance vehicle magnetic profiles

Z Marszalek, T Zeglen, R Sroka, J Gajda - Sensors, 2018 - mdpi.com
The article presents a measurement system that captures two components of a motor
vehicle's magnetic profile, which are associated with the real and imaginary part of the …

Inductive loop for vehicle axle detection from first concepts to the system based on changes in the sensor impedance components

Z Marszalek, R Sroka, T Zeglen - 2015 20th International …, 2015 - ieeexplore.ieee.org
This paper presents the state of currently used technological solutions employed in research
regarding the use of inductive loop sensor (IL) for vehicle axle detection. Inductive loop …