A controlled trial of a commodity sensors for a streetlight-mounted traffic detection system

K Mohring, T Myers, I Atkinson - Proceedings of the Australasian …, 2018 - dl.acm.org
A smart city is one that embraces technology and information to improve the lives of its
citizens. Public services and infrastructure, such as a city's traffic and public lighting …

Playing in traffic: an investigation of low-cost, non-invasive traffic sensors for street light luminaire deployments

KA Mohring, TS Myers… - International Journal of …, 2018 - inderscienceonline.com
Real-time traffic monitoring is essential to the development of smart cities as well as its
potential for energy savings. However, real-time traffic monitoring is a task that requires …

Design of Highly Reliable Infrastructural Traffic Monitoring Using Laser and Vision Sensors

H Liu, Y Tian, T Furukawa - … and Information in …, 2016 - asmedigitalcollection.asme.org
This paper presents a novel design of infrastructural traffic monitoring that performs vehicle
counts, speed estimation, and vehicles classification by deploying three different …

Towards application of light detection and ranging sensor to traffic detection: an investigation of its built-in features and installation techniques

J Zhao, H Xu, Y Tian, H Liu - Journal of Intelligent Transportation …, 2022 - Taylor & Francis
In transportation, LiDAR sensors have been primarily used in surveying and autonomous
driving as a major onboard sensing device to detect field objects. Recently, with reduced …

Urban street lighting infrastructure monitoring using a mobile sensor platform

S Kumar, A Deshpande, SS Ho, JS Ku… - IEEE Sensors …, 2016 - ieeexplore.ieee.org
We present a system for collecting and analyzing information on street lighting infrastructure.
We develop a car-mounted sensor platform that enables collection and logging of data on …

Automated traffic sign and light pole detection in mobile LiDAR scanning data

M Javanmardi, Z Song, X Qi - IET Intelligent Transport Systems, 2019 - Wiley Online Library
Detection of traffic signs and light poles using light detection and ranging (LiDAR) data has
demonstrated a valid contribution to road safety improvements. In this study, the authors …

Pova: Traffic light sensing with probe vehicles

Y Zhu, X Liu, M Li, Q Zhang - IEEE Transactions on Parallel …, 2012 - ieeexplore.ieee.org
Traffic light sensing aims to detect the status of traffic lights which is valuable for many
applications such as traffic management, traffic light optimization, and real-time vehicle …

A deep learning approach to traffic lights: Detection, tracking, and classification

K Behrendt, L Novak, R Botros - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
Reliable traffic light detection and classification is crucial for automated driving in urban
environments. Currently, there are no systems that can reliably perceive traffic lights in real …

[PDF][PDF] Tscan: Stationary lidar for traffic and safety studies—object detection and tracking

AP Tarko, KB Ariyur, MA Romero, VK Bandaru… - 2016 - docs.lib.purdue.edu
The ability to accurately measure and cost-effectively collect traffic data at road intersections
is needed to improve their safety and operations. This study investigates the feasibility of …

Framework for Adaptive Traffic Light System

F Darwish, M Ayman… - 2024 Intelligent Methods …, 2024 - ieeexplore.ieee.org
Smart cities strive to integrate multiple sectors such as traffic, energy, healthcare, and
governance to enhance urban living. However, the escalating number of vehicles on roads …