An overview of smartphone technology for citizen-centered, real-time and scalable civil infrastructure monitoring
Modern smartphones are equipped with various sensors along with on-board storage,
computing and communication capabilities. Owing to these features, they can become an …
computing and communication capabilities. Owing to these features, they can become an …
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 …
Smartphone-based vehicle telematics: A ten-year anniversary
Just as it has irrevocably reshaped social life, the fast growth of smartphone ownership is
now beginning to revolutionize the driving experience and change how we think about …
now beginning to revolutionize the driving experience and change how we think about …
Pothole detection using location-aware convolutional neural networks
H Chen, M Yao, Q Gu - International Journal of Machine Learning and …, 2020 - Springer
Poor road conditions, such as potholes, are a nuisance to society, which would annoy
passengers, damage vehicles, and even cause accidents. Thus, detecting potholes is an …
passengers, damage vehicles, and even cause accidents. Thus, detecting potholes is an …
Towards a practical crowdsensing system for road surface conditions monitoring
The Internet of Things (IoT) infrastructure, systems, and applications demonstrate potential in
serving smart city development. Crowdsensing approaches for road surface conditions …
serving smart city development. Crowdsensing approaches for road surface conditions …
[HTML][HTML] Road pavement condition diagnostics using smartphone-based data crowdsourcing in smart cities
M Staniek - Journal of traffic and transportation engineering …, 2021 - Elsevier
The purpose of the paper is to analyse the effectiveness of a solution known as road
condition tool (RCT) based on data crowdsourcing from smartphones users in the transport …
condition tool (RCT) based on data crowdsourcing from smartphones users in the transport …
Speed independent road classification strategy based on vehicle response: Theory and experimental validation
Y Qin, Z Wang, C ** for road anomalies detection
Z Zheng, M Zhou, Y Chen, M Huo, L Sun… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
To discover the condition of roads, a large number of detection algorithms have been
proposed, most of which apply machine learning methods by time and frequency processing …
proposed, most of which apply machine learning methods by time and frequency processing …
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 …
On the application of time frequency convolutional neural networks to road anomalies' identification with accelerometers and gyroscopes
The detection and identification of road anomalies and obstacles in the road infrastructure
has been investigated by the research community using different types of sensors. This …
has been investigated by the research community using different types of sensors. This …