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 …
Potential applications of connected vehicles in pavement condition evaluation: A brief review
M Samie, A Golroo, D Tavakoli… - Road Materials and …, 2024 - Taylor & Francis
Road authorities are concerned with maintaining the road condition at a high level of service
to minimise user and agency costs. For this purpose, they have to monitor the road condition …
to minimise user and agency costs. For this purpose, they have to monitor the road condition …
Novel identification technique of moving loads using the random response power spectral density and deep transfer learning
Q Tang, J Xin, Y Jiang, J Zhou, S Li, Z Chen - Measurement, 2022 - Elsevier
Accurate identification of vehicle loads plays a great significance in design, monitoring and
evaluation of bridges. However, it is hard to acquire them via conventional methods because …
evaluation of bridges. However, it is hard to acquire them via conventional methods because …
[HTML][HTML] Accelerometers in our pocket: Does smartphone accelerometer technology provide accurate data?
G Grouios, E Ziagkas, A Loukovitis, K Chatzinikolaou… - Sensors, 2022 - mdpi.com
This study evaluates accelerometer performance of three new state of the art smartphones
and focuses on accuracy. The motivating research question was whether accelerator …
and focuses on accuracy. The motivating research question was whether accelerator …
[HTML][HTML] 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 …
Evaluation framework for smartphone-based road roughness index estimation systems
Roughness is an important indicator of road deterioration and has a significant impact on
road serviceability. Conventional instruments for roughness measurement, such as laser …
road serviceability. Conventional instruments for roughness measurement, such as laser …
An ensemble learning with sequential model-based optimization approach for pavement roughness estimation using smartphone sensor data
W Guo, J Zhang, M Murtaza, C Wang, D Cao - Construction and Building …, 2023 - Elsevier
Pavement roughness monitoring has always been a concern in the field of road asset
management. However, the utilization of laser profilometers to measure pavement …
management. However, the utilization of laser profilometers to measure pavement …
Road Roughness Detection Based on Discrete Kalman Filter Model with Driving Vibration Data Input
Road roughness affects driving comfort and is closely related to driving safety. Detecting
road roughness is beneficial for highway maintenance decision-making. This paper …
road roughness is beneficial for highway maintenance decision-making. This paper …
Smartphone applications for pavement condition monitoring: A review
Pavement condition monitoring (PCM) systems are essential for making decisions on road
maintenance and rehabilitation toward preserving roads and airports assets in a good …
maintenance and rehabilitation toward preserving roads and airports assets in a good …
Cycling on rough roads: a model for resistance and vibration
MM Turner - Vehicle System Dynamics, 2024 - Taylor & Francis
Minimising opposing forces is a matter of interest to most cyclists. These forces arise from
passage through air ('drag') and interaction with the road surface ('resistance'). Recent work …
passage through air ('drag') and interaction with the road surface ('resistance'). Recent work …