Pavement roughness index estimation and anomaly detection using smartphones

Q Yu, Y Fang, R Wix - Automation in construction, 2022 - Elsevier
The prevalence of smartphones among vehicle drivers presents exciting opportunities in
assessing pavement roughness in a more efficient and cost-effective manner, compared …

[HTML][HTML] An automated machine-learning approach for road pothole detection using smartphone sensor data

C Wu, Z Wang, S Hu, J Lepine, X Na, D Ainalis… - Sensors, 2020 - mdpi.com
Road surface monitoring and maintenance are essential for driving comfort, transport safety
and preserving infrastructure integrity. Traditional road condition monitoring is regularly …

A blockchain based cloud integrated IoT architecture using a hybrid design

C Rupa, G Srivastava, TR Gadekallu… - … and Worksharing: 16th …, 2021 - Springer
Abstract The Internet of Things (IoT) and its applications are gaining popularity in recent
years due to features like ease of use and increased availability of the Internet. We can …

Reliability evaluation of consecutive-k-out-of-n: F systems with two performance sharing groups

C Wu, R Pan, X Zhao, S Cao - Computers & Industrial Engineering, 2021 - Elsevier
From previous studies on performance sharing systems, the system structure is considered
to be either series, or series-parallel, or k-out-of-n structure. To enrich the research and …

[HTML][HTML] Embracing crowdsensing: An enhanced mobile sensing solution for road anomaly detection

X Li, D Huo, DW Goldberg, T Chu, Z Yin… - … International Journal of …, 2019 - mdpi.com
Road anomaly detection is essential in road maintenance and management; however,
continuously monitoring road anomalies (such as bumps and potholes) with a low-cost and …

Crowdsourcing from the True crowd: Device, vehicle, road-surface and driving independent road profiling from smartphone sensors

MY Alam, A Nandi, A Kumar, S Saha, M Saha… - Pervasive and Mobile …, 2020 - Elsevier
Existing smartphone-based systems for detection of road surface events such as speed-
breakers, potholes, broken road patches, etc. have been developed primarily for the use in …

[HTML][HTML] Using supervised machine learning algorithms in pavement degradation monitoring

A Shtayat, S Moridpour, B Best, M Abuhassan - International Journal of …, 2023 - Elsevier
Pavement monitoring plays a vital role in maintaining sustainable road network conditions
and provides road users with satisfactory comfort riding. Regular and routine monitoring …

A survey on state-of-the-art road surface monitoring techniques for intelligent transportation systems

R Chhabra, CR Krishna… - International Journal of …, 2021 - inderscienceonline.com
Intelligent transportation systems (ITS) aims at maximizing convenience, safety, and
efficiency of transportation system with help of advanced technologies while reducing …

[HTML][HTML] Aiot-citysense: Ai and iot-driven city-scale sensing for roadside infrastructure maintenance

ARM Forkan, YB Kang, F Marti, A Banerjee… - Data Science and …, 2024 - Springer
The transformation of cities into smarter and more efficient environments relies on proactive
and timely detection and maintenance of city-wide infrastructure, including roadside …

On efficient and scalable time-continuous spatial crowdsourcing

T Wang, X Xie, X Cao, TB Pedersen… - 2021 IEEE 37th …, 2021 - ieeexplore.ieee.org
The proliferation of advanced mobile terminals opened up a new crowdsourcing avenue,
spatial crowdsourcing, to utilize the crowd potential to perform real-world tasks. In this work …