A comprehensive survey on communication techniques for the realization of intelligent transportation systems in IoT based smart cities

Y Rajkumar, SVN Santhosh Kumar - Peer-to-Peer Networking and …, 2024 - Springer
Traffic has been on the rise since the past decade that pose threats to driving safety and
traffic efficiency. Intelligent Transportation System (ITS) evolved as an alternative solution to …

Edge intelligence: Empowering intelligence to the edge of network

D Xu, T Li, Y Li, X Su, S Tarkoma, T Jiang… - Proceedings of the …, 2021 - ieeexplore.ieee.org
Edge intelligence refers to a set of connected systems and devices for data collection,
caching, processing, and analysis proximity to where data are captured based on artificial …

[HTML][HTML] A review of road surface anomaly detection and classification systems based on vibration-based techniques

EA Martinez-Ríos, MR Bustamante-Bello… - Applied Sciences, 2022 - mdpi.com
Road surfaces suffer from sources of deterioration, such as weather conditions, constant
usage, loads, and the age of the infrastructure. These sources of decay generate anomalies …

[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 and plain road classification using adaptive mutation dipper throated optimization and transfer learning for self driving cars

AA Alhussan, DS Khafaga, ESM El-Kenawy… - IEEE …, 2022 - ieeexplore.ieee.org
Self-driving car plays a crucial role in implementing traffic intelligence. Road smoothness in
front of self-driving cars has a significant impact on the car's driving safety and comfort …

[HTML][HTML] Proposal of an algorithm for choice of a development system for operational and environmental safety in mining

MM Khayrutdinov, VI Golik, AV Aleksakhin… - Resources, 2022 - mdpi.com
In this paper, a method of mathematical modeling for solving the problem of reusing man-
made waste from mining and the processing of ores is proposed. The use of intermediate …

Sustainable road pothole detection: a crowdsourcing based multi-sensors fusion approach

H **n, Y Ye, X Na, H Hu, G Wang, C Wu, S Hu - Sustainability, 2023 - mdpi.com
Real-time road quality monitoring, involves using technologies to collect data on the
conditions of the road, including information on potholes, cracks, and other defects. This …

[HTML][HTML] Generalized Morse Wavelets parameter selection and transfer learning for pavement transverse cracking detection

EA Martinez-Ríos, R Bustamante-Bello… - … Applications of Artificial …, 2023 - Elsevier
Monitoring road surface anomalies is crucial to avoid potential harm to pedestrians,
vehicles, and vehicle users. These factors have motivated the development of systems that …

[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 …

Autonomous driving perception

R Fan, S Guo, MJ Bocus - Cham, Switzerland: Springer, 2023 - Springer
With the recent advancements in artificial intelligence, there is a growing expectation that
fully autonomous driving vehicles will soon become a reality, leading to significant societal …