Industry-and academic-based trends in pavement roughness inspection technologies over the past five decades: A critical review

A Fares, T Zayed - Remote Sensing, 2023 - mdpi.com
Roughness is widely used as a primary measure of pavement condition. It is also the key
indicator of the riding quality and serviceability of roads. The high demand for roughness …

Road friction estimation based on vision for safe autonomous driving

T Zhao, P Guo, Y Wei - Mechanical Systems and Signal Processing, 2024 - Elsevier
Road peak friction is a significant parameter determining vehicle driving safety. This paper
focuses on road friction monitoring based on vision for autonomous vehicles. A deep …

An Artificial Neural Network approach to assess road roughness using smartphone-based crowdsourcing data

F Jalili, SM Ghavami, H Afsharnia - Engineering Applications of Artificial …, 2024 - Elsevier
Monitoring road surface conditions is a crucial task for road authorities to develop effective
infrastructure maintenance programs. Despite smartphones have been introduced as cost …

Fuel consumption prediction for construction trucks: A noninvasive approach using dedicated sensors and machine learning

G Pereira, M Parente, J Moutinho, M Sampaio - Infrastructures, 2021 - mdpi.com
Decision support and optimization tools to be used in construction often require an accurate
estimation of the cost variables to maximize their benefit. Heavy machinery is traditionally …

Development of Global Quality Index of Unpaved Roads

WOP da Silva, BA Farias, IB Monteiro… - Journal of …, 2024 - ascelibrary.org
Unpaved roads often are in poor condition, especially in developing countries, due to limited
resources, resulting in discomfort, accident risk, vehicle operating costs (VOCs), freight …

Fast calibration for vibration-based pavement roughness measurement based on model updating of vehicle dynamics

D Wu, C Liu, B Qin, S Zhong, X Zhang… - International Journal of …, 2024 - Taylor & Francis
The vibration-based pavement roughness measurement method has garnered significant
attention in recent years due to the development of low-cost sensors. The vehicle calibration …

Analysis and evaluation of methods used in measuring the intensity of bicycle traffic

P Kędziorek, Z Kasprzyk, M Rychlicki, A Rosiński - Energies, 2023 - mdpi.com
The work presents the methods of collecting and processing data with the use of devices
used in individual measurement methods. Based on the collected video materials, the …

Comparison of Smartphone-Based and Drone-Based Approaches for Assessing Road Roughness

H Afsharnia, SM Ghavami - Transportation Research Record, 2024 - journals.sagepub.com
Continuous road-pavement condition monitoring is essential to maintain the effectiveness
and performance of road infrastructure. It also helps to optimize resource allocation and …

[PDF][PDF] Analysis and evaluation of methods used in measuring the intensity of bicycle traffic

P Kedziorek, Z Kasprzyk, M Rychlicki, A Rosinski - Energies, 2023 - repo.pw.edu.pl
The work presents the methods of collecting and processing data with the use of devices
used in individual measurement methods. Based on the collected video materials, the …

Pavement Roughness Detection Method Based on Smartphone and PSO-BP Neural Network

J Zhang, Q Cao, Y Ding - International Conference on Road and …, 2024 - ascelibrary.org
With the development of cell phone technology, smartphone nowadays is no longer limited
to communication but is also well used in fields such as traffic engineering, where they can …