Road surface monitoring using smartphone sensors: A review
S Sattar, S Li, M Chapman - Sensors, 2018 - mdpi.com
Road surface monitoring is a key factor to providing smooth and safe road infrastructure to
road users. The key to road surface condition monitoring is to detect road surface anomalies …
road users. The key to road surface condition monitoring is to detect road surface anomalies …
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 …
Edge AI‐Based Automated Detection and Classification of Road Anomalies in VANET Using Deep Learning
Road surface defects are crucial problems for safe and smooth traffic flow. Due to climate
changes, low quality of construction material, large flow of traffic, and heavy vehicles, road …
changes, low quality of construction material, large flow of traffic, and heavy vehicles, road …
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 …
A deep learning approach to automatic road surface monitoring and pothole detection
Anomalies in road surface not only impact road quality but also affect driver safety, mechanic
structure of the vehicles, and fuel consumption. Several approaches have been proposed to …
structure of the vehicles, and fuel consumption. Several approaches have been proposed to …
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 …
Speed bump detection using accelerometric features: A genetic algorithm approach
Among the current challenges of the Smart City, traffic management and maintenance are of
utmost importance. Road surface monitoring is currently performed by humans, but the road …
utmost importance. Road surface monitoring is currently performed by humans, but the road …
An application study on road surface monitoring using DTW based image processing and ultrasonic sensors
Featured Application Road surface monitoring for severe conditions. Abstract Road surface
monitoring is an essential problem in providing smooth road infrastructure to commuters …
monitoring is an essential problem in providing smooth road infrastructure to commuters …
Smartphone-based road manhole cover detection and classification
Road surface condition detection is an important application for many intelligent
transportation systems (ITSs). A manhole cover depression is one of the common factors …
transportation systems (ITSs). A manhole cover depression is one of the common factors …
Accident detection and road condition monitoring using blackbox module
Road accidents have always been a major cause of mass fatalities all over the world
specially in Bangladesh, where the conditions of the roads and the whole traffic …
specially in Bangladesh, where the conditions of the roads and the whole traffic …