[HTML][HTML] Machine learning algorithms for monitoring pavement performance

S Cano-Ortiz, P Pascual-Muñoz… - Automation in …, 2022 - Elsevier
This work introduces the need to develop competitive, low-cost and applicable technologies
to real roads to detect the asphalt condition by means of Machine Learning (ML) algorithms …

Vehicle classification in intelligent transport systems: An overview, methods and software perspective

A Gholamhosseinian, J Seitz - IEEE Open Journal of Intelligent …, 2021 - ieeexplore.ieee.org
Vehicle Classification (VC) is a key element of Intelligent Transportation Systems (ITS).
Diverse ranges of ITS applications like security systems, surveillance frameworks, fleet …

Intelligent traffic monitoring systems for vehicle classification: A survey

M Won - IEEE Access, 2020 - ieeexplore.ieee.org
A traffic monitoring system is an integral part of Intelligent Transportation Systems (ITS). It is
one of the critical transportation infrastructures that transportation agencies invest a huge …

A review on vehicle classification and potential use of smart vehicle-assisted techniques

H Shokravi, H Shokravi, N Bakhary, M Heidarrezaei… - Sensors, 2020 - mdpi.com
Vehicle classification (VC) is an underlying approach in an intelligent transportation system
and is widely used in various applications like the monitoring of traffic flow, automated …

Machine learning applications in optical fiber sensing: A research agenda

E Reyes-Vera, A Valencia-Arias, V García-Pineda… - Sensors, 2024 - mdpi.com
The constant monitoring and control of various health, infrastructure, and natural factors
have led to the design and development of technological devices in a wide range of fields …

Review of IoT sensor systems used for monitoring the road infrastructure

K Micko, P Papcun, I Zolotova - Sensors, 2023 - mdpi.com
An intelligent transportation system is one of the fundamental goals of the smart city concept.
The Internet of Things (IoT) concept is a basic instrument to digitalize and automatize the …

The channel as a traffic sensor: Vehicle detection and classification based on radio fingerprinting

B Sliwa, N Piatkowski, C Wietfeld - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
Ubiquitously deployed Internet of Things (IoT)-based automatic vehicle classification
systems will catalyze data-driven traffic flow optimization in future smart cities and will …

FBG based optical weight measurement system and its performance enhancement using machine learning

D Pal, A Kumar, A Gautam… - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
Industrial weight measurement is essential to monitoring and optimizing the quality and
production cost. Fiber Bragg gratings (FBGs) are among the most widely used fiber optic …

Deep learning based vehicle detection and classification methodology using strain sensors under bridge deck

R Ma, Z Zhang, Y Dong, Y Pan - Sensors, 2020 - mdpi.com
Vehicle detection and classification have become important tasks for traffic monitoring,
transportation management and pavement evaluation. Nowadays there are sensors to …

Sensing performance and optimizing encapsulation materials of a coordinated epoxy-encapsulated sensor for strain monitoring of asphalt pavement layered …

L Su, X Luan, Z Qiu, M Liang, Y Rong, X Xin… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
The accurate mechanical response of asphalt pavement interlayer structure under complex
environments still lacks reliable and durable real-time monitoring methods up to now. In this …