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 …

When intelligent transportation systems sensing meets edge computing: Vision and challenges

X Zhou, R Ke, H Yang, C Liu - Applied Sciences, 2021 - mdpi.com
The widespread use of mobile devices and sensors has motivated data-driven applications
that can leverage the power of big data to benefit many aspects of our daily life, such as …

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 survey and comparison of low-cost sensing technologies for road traffic monitoring

M Bernas, B Płaczek, W Korski, P Loska, J Smyła… - Sensors, 2018 - mdpi.com
This paper reviews low-cost vehicle and pedestrian detection methods and compares their
accuracy. The main goal of this survey is to summarize the progress achieved to date and to …

The potentials, challenges, and future directions of on-chip-antennas for emerging wireless applications—A comprehensive survey

R Karim, A Iftikhar, B Ijaz, IB Mabrouk - IEEE Access, 2019 - ieeexplore.ieee.org
The ever-growing demand for low power, high performance, cost-effective, low-profile, and
highly integrated wireless systems for emerging applications has triggered the need for the …

Intelligent traffic management: A review of challenges, solutions, and future perspectives

R Ravish, SR Swamy - Transport and Telecommunication Journal, 2021 - sciendo.com
Congestion of traffic is a key problem faced in a majority of metro cities, especially in the
developing world. Traffic congestion comprises of queues, reduced speeds, and increased …

Traffic flow density model and dynamic traffic congestion model simulation based on practice case with vehicle network and system traffic intelligent communication

E Zadobrischi, LM Cosovanu, M Dimian - Symmetry, 2020 - mdpi.com
The massive increase in the number of vehicles has set a precedent in terms of congestion,
being one of the important factors affecting the flow of traffic, but there are also effects on 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 …

Road traffic monitoring system based on mobile devices and bluetooth low energy beacons

M Lewandowski, B Płaczek, M Bernas… - Wireless …, 2018 - Wiley Online Library
The paper proposes a method, which utilizes mobile devices (smartphones) and Bluetooth
beacons, to detect passing vehicles and recognize their classes. The traffic monitoring tasks …

Vehicular communications utility in road safety applications: a step toward self-aware intelligent traffic systems

E Zadobrischi, M Dimian - Symmetry, 2021 - mdpi.com
The potential of wireless technologies is significant in the area of the safety and efficiency of
road transport and communications systems. The challenges and requirements imposed by …