Industry-and academic-based trends in pavement roughness inspection technologies over the past five decades: A critical review
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 …
indicator of the riding quality and serviceability of roads. The high demand for roughness …
Road friction estimation based on vision for safe autonomous driving
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 …
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 …
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
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 …
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 …
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
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 …
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
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 …
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 …
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
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 …
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 …
to communication but is also well used in fields such as traffic engineering, where they can …