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 …

Using high-resolution event-based data for traffic modeling and control: An overview

X Wu, HX Liu - Transportation research part C: emerging technologies, 2014 - Elsevier
Research on using high-resolution event-based data for traffic modeling and control is still at
early stage. In this paper, we provide a comprehensive overview on what has been …

A visual analytics system for exploring, monitoring, and forecasting road traffic congestion

C Lee, Y Kim, S Jin, D Kim… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
We present an interactive visual analytics system that enables traffic congestion exploration,
surveillance, and forecasting based on vehicle detector data. Through domain expert …

A YOLO-based traffic counting system

JP Lin, MT Sun - … on Technologies and Applications of Artificial …, 2018 - ieeexplore.ieee.org
Image recognition can be applied in many applications of Intelligent Transportation System.
Through automated traffic flow counting, the traffic information can be presented effectively …

A protocol for mixed autonomous and human-operated vehicles at intersections

G Sharon, P Stone - Autonomous Agents and Multiagent Systems: AAMAS …, 2017 - Springer
Connected and autonomous vehicle technology has advanced rapidly in recent years.
These technologies create possibilities for highly efficient, AI-based, transportation systems …

EMVLight: A multi-agent reinforcement learning framework for an emergency vehicle decentralized routing and traffic signal control system

H Su, YD Zhong, JYJ Chow, B Dey, L Jin - Transportation Research Part C …, 2023 - Elsevier
Emergency vehicles (EMVs) play a crucial role in responding to time-critical calls such as
medical emergencies and fire outbreaks in urban areas. Existing methods for EMV dispatch …

Speed estimation and length based vehicle classification from freeway single-loop detectors

B Coifman, SB Kim - Transportation research part C: emerging …, 2009 - Elsevier
Roadway usage, particularly by large vehicles, is one of the fundamental factors determining
the lifespan of highway infrastructure. Operating agencies typically employ expensive …

A multiple inductive loop vehicle detection system for heterogeneous and lane-less traffic

SSM Ali, B George, L Vanajakshi… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
This paper presents a novel inductive loop sensor that can detect vehicles under a
heterogeneous and less-lane-disciplined traffic and thus can be used to support a traffic …

Vehicle-classification algorithm for single-loop detectors using neural networks

YK Ki, DK Baik - IEEE Transactions on Vehicular Technology, 2006 - ieeexplore.ieee.org
Vehicle class is an important parameter in the process of road-traffic measurement.
Currently, inductive-loop detectors (ILD) and image sensors are rarely used for vehicle …

A video-based real-time adaptive vehicle-counting system for urban roads

F Liu, Z Zeng, R Jiang - PloS one, 2017 - journals.plos.org
In developing nations, many expanding cities are facing challenges that result from the
overwhelming numbers of people and vehicles. Collecting real-time, reliable and precise …