Response-based methods to measure road surface irregularity: A state-of-the-art review
Purpose With the development of smart technologies, Internet of Things and inexpensive
onboard sensors, many response-based methods to evaluate road surface conditions have …
onboard sensors, many response-based methods to evaluate road surface conditions have …
Pavement roughness index estimation and anomaly detection using smartphones
The prevalence of smartphones among vehicle drivers presents exciting opportunities in
assessing pavement roughness in a more efficient and cost-effective manner, compared …
assessing pavement roughness in a more efficient and cost-effective manner, compared …
Large-scale pavement roughness measurements with vehicle crowdsourced data using semi-supervised learning
Rapid measurements of large-scale pavement roughness have long been a hot topic in
pavement condition evaluation and maintenance. Most traditional methods rely on …
pavement condition evaluation and maintenance. Most traditional methods rely on …
Development of UAV-Based PM2.5 Monitoring System
This paper proposes a UAV-based PM2. 5 air quality and temperature-humidity monitoring
system. The system includes an air quality detector comprising four Arduino sensor …
system. The system includes an air quality detector comprising four Arduino sensor …
Performance of machine learning algorithms in predicting the pavement international roughness index
MZ Bashar, C Torres-Machi - Transportation Research …, 2021 - journals.sagepub.com
Significant research efforts have documented the capabilities of machine learning (ML)
algorithms to model pavement performance. Several challenges, however, limit the …
algorithms to model pavement performance. Several challenges, however, limit the …
Artificial neural network modelling to predict international roughness index of rigid pavements
This research focuses on predicting the International Roughness Index (IRI) of rigid
pavements using the Artificial Neural Network (ANN) model that uses climate and traffic …
pavements using the Artificial Neural Network (ANN) model that uses climate and traffic …
Velocity control strategies to improve automated vehicle driving comfort
Automated vehicles are rapidly emerging as the new generation of transport tools. Relevant
research mainly focuses on collision avoidance, lane keeping, and coordination control to …
research mainly focuses on collision avoidance, lane keeping, and coordination control to …
[HTML][HTML] Measuring and evaluating of road roughness conditions with a compact road profiler and ArcGIS
N Abulizi, A Kawamura, K Tomiyama, S Fujita - Journal of Traffic and …, 2016 - Elsevier
With a wide range of requirements throughout the world, high-quality road management is
subject to increasing demand from a perspective of customer-oriented levels of service. In …
subject to increasing demand from a perspective of customer-oriented levels of service. In …
On-line estimation of road profile in semi-active suspension based on unsprung mass acceleration
W Liu, R Wang, R Ding, X Meng, L Yang - Mechanical Systems and Signal …, 2020 - Elsevier
As the main excitation source in the process of vehicle driving, road roughness directly
affects the vehicle ride comfort and handling stability. In this paper, an on-line estimation …
affects the vehicle ride comfort and handling stability. In this paper, an on-line estimation …