Vehicle vibration signal processing for road surface monitoring

PM Harikrishnan, VP Gopi - IEEE Sensors Journal, 2017 - ieeexplore.ieee.org
In India, road transportation dominates all other means of transportation mechanisms. Well
maintained roadways make the travel smooth and comfortable for the passengers. Most of …

[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 …

Pothole detection and warning system for Indian roads

SK Sharma, RC Sharma - Advances in Interdisciplinary Engineering …, 2019 - Springer
This paper is based on an application of mobile sensing: sensing and gathering the surface
condition of roads. We will fabricate a system and mention the required algorithms to sense …

Developing a near real-time road surface anomaly detection approach for road surface monitoring

S Sattar, S Li, M Chapman - Measurement, 2021 - Elsevier
Road surface hazards affect the driving safety and comfort of road users. Recently,
smartphones and mobile devices equipped with motion sensors such as accelerometers …

Automatic detection and notification of potholes and humps on roads to aid drivers

R Madli, S Hebbar, P Pattar, V Golla - IEEE sensors journal, 2015 - ieeexplore.ieee.org
One of the major problems in developing countries is maintenance of roads. Well
maintained roads contribute a major portion to the country's economy. Identification of …

[HTML][HTML] Road condition monitoring using unsupervised learning based bus trajectory processing

P Rajput, M Chaturvedi, V Patel - Multimodal Transportation, 2022 - Elsevier
The road infrastructure maintenance is crucial for hassle-free transportation. The proposed
work leverages the dense connectivity of public transportation buses for road condition …

[PDF][PDF] Analyzing driving and road events via smartphone

N Kalra, G Chugh, D Bansal - International Journal of Computer …, 2014 - researchgate.net
Travelling in India by road is considered dangerous as traffic conditions are chaotic, the
drivers drive recklessly, and the roads are poorly maintained. Therefore, there is need to …

[HTML][HTML] New road anomaly detection and characterization algorithm for autonomous vehicles

H Bello-Salau, AM Aibinu, AJ Onumanyi… - Applied Computing …, 2018 - emerald.com
This paper presents a new algorithm for detecting and characterizing potholes and bumps
directly from noisy signals acquired using an Accelerometer. A wavelet transformation based …

Smart patrolling: An efficient road surface monitoring using smartphone sensors and crowdsourcing

G Singh, D Bansal, S Sofat, N Aggarwal - Pervasive and Mobile Computing, 2017 - Elsevier
Road surface monitoring is an important problem in providing smooth road infrastructure to
the commuters. The key to road condition monitoring is to detect road potholes and bumps …

Collecting comprehensive traffic information using pavement vibration monitoring data

Z Ye, H Xiong, L Wang - Computer‐Aided Civil and …, 2020 - Wiley Online Library
Traffic data is essential for intelligent traffic management and road maintenance. However,
the enormous effort used for data collection and analysis, combined with conventional …