Citywide road-network traffic monitoring using large-scale mobile signaling data
Sign Up to like & getrecommendations! Published in 2021 at "Neurocomputing"
DOI: 10.1016/j.neucom.2020.07.150
Abstract: Abstract Road-network traffic monitoring on city-scale is critical for a wide range of applications, such as traffic forecasting, congestion identification, traffic safety, and urban planning, etc. Despite the fruitful research outcomes, however, most traffic monitoring… read more here.
Keywords: traffic monitoring; road network; mobile signaling; network traffic ... See more keywords
A fiber-optic traffic monitoring network trained with video inputs
Sign Up to like & getrecommendations! Published in 2024 at "Scientific Reports"
DOI: 10.1038/s41598-025-14928-7
Abstract: Distributed Acoustic Sensing (DAS) has emerged as a promising tool for real-time traffic monitoring in densely populated areas. In this paper, we present a new approach that integrates DAS data with co-located, calibrated video recordings.… read more here.
Keywords: video; video inputs; fiber optic; usepackage ... See more keywords
LES-YOLO: efficient object detection algorithm used on UAV for traffic monitoring
Sign Up to like & getrecommendations! Published in 2024 at "Measurement Science and Technology"
DOI: 10.1088/1361-6501/ad86e2
Abstract: The use of UAVs for traffic monitoring greatly facilitates people’s lives. Classical object detection algorithms struggle to balance high speed and accuracy when processing UAV images on edge devices. To solve the problem, the paper… read more here.
Keywords: traffic monitoring; yolo efficient; object detection; les yolo ... See more keywords
A Flexible Sketch-Based Network Traffic Monitoring Infrastructure
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DOI: 10.1109/access.2019.2927863
Abstract: Sketch-based data streaming algorithms are used in many network traffic monitoring applications to obtain accurate estimates of traffic flow statistics. However, the current implementation of sketch-based methods in network monitoring is too application-specific. Their flexibility… read more here.
Keywords: traffic monitoring; sketch; sketch based; network traffic ... See more keywords
Intelligent Traffic-Monitoring System Based on YOLO and Convolutional Fuzzy Neural Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3147866
Abstract: With the rapid pace of urbanization, the number of vehicles traveling between cities has increased significantly. Consequently, many traffic-related problems have emerged, such as traffic jams and excessive numbers and types of vehicles. To solve… read more here.
Keywords: system; traffic monitoring; intelligent traffic; traffic ... See more keywords
A Systematic Review of Drone Based Road Traffic Monitoring System
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3207282
Abstract: Drone deployment has become crucial in a variety of applications, including solutions to traffic issues in metropolitan areas and highways. On the other hand, data collected via drones suffers from several problems, including a wide… read more here.
Keywords: traffic monitoring; systematic review; traffic; road traffic ... See more keywords
Open Urban mmWave Radar and Camera Vehicle Classification Dataset for Traffic Monitoring
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3397013
Abstract: Traffic monitoring systems featuring robust, multi-sensor fusion capabilities are rapidly growing in demand to observe traffic flow, reduce congestion and to detect and report traffic accidents. However, monitoring outdoor environments using cameras remains challenging due… read more here.
Keywords: classification; mmwave radar; vehicle; traffic monitoring ... See more keywords
An IoT Cloud System for Traffic Monitoring and Vehicular Accidents Prevention Based on Mobile Sensor Data Processing
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2017.2777786
Abstract: The sudden traffic slowdown especially in fast scrolling roads and highways characterized by a scarce visibility is one of the major causes of accidents among motorized vehicles. It can be caused by other accidents, work-in-progress… read more here.
Keywords: traffic; cloud system; system; system traffic ... See more keywords
Toward Self-Powered Sensors for Traffic Monitoring and Energy Harvesting—Fundamental Principles and Results Based on SbSI/Epoxy Resin Nanocomposite
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2024.3410875
Abstract: In this article, the application of nanosensors based on epoxy resin and antimony sulphoiodide nanocomposite for traffic monitoring is presented for the first time. The physical principles of the traffic measurements via the piezoelectric effect… read more here.
Keywords: energy; energy harvesting; epoxy resin; traffic monitoring ... See more keywords
Real-Time 3D Object Detection for Traffic Monitoring Using Efficient LiDAR-Camera Fusion on Edge Devices
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2025.3627895
Abstract: This article proposes a lightweight 3-D object detection method that fuses light detection and ranging (LiDAR) and camera data for traffic monitoring. The proposed method is designed to run in real time on low-end edge… read more here.
Keywords: lidar camera; detection; object detection; edge ... See more keywords
Federated Imitation Learning for UAV Swarm Coordination in Urban Traffic Monitoring
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2022.3192675
Abstract: The popularization of unmanned aerial vehicles (UAVs) has boosted various civil applications such as traffic monitoring, in which the effective coordination of the UAV swarm plays a significant role in expanding the monitoring range and… read more here.
Keywords: traffic monitoring; coordination; imitation learning; imitation ... See more keywords