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 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
An IoT Cloud System for Traffic Monitoring and Vehicular Accidents Prevention Based on Mobile Sensor Data Processing
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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
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
Edge Intelligence Empowered Urban Traffic Monitoring: A Network Tomography Perspective
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2020.3024824
Abstract: Efficient urban traffic monitoring is a key enabler for intelligent planning and management of modern cities. Network tomography can monitor the urban traffic with a comparably small number of traffic detectors like cameras, and has… read more here.
Keywords: traffic monitoring; urban traffic; network tomography; monitoring ... See more keywords
Privacy-Preserving Compressive Sensing for Real-Time Traffic Monitoring in Urban City
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2020.3042794
Abstract: Traffic monitoring is a crucial means to solve traffic problems by collecting vehicular datain an urban road network. However, the leakage of sensitive data increases the risk of attackers spying on drivers’ privacy. To achieve… read more here.
Keywords: traffic monitoring; road; real time; time traffic ... See more keywords
Development of near real-time wireless image sequence streaming cloud using Apache Kafka for road traffic monitoring application
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DOI: 10.1371/journal.pone.0264923
Abstract: In this paper, the authors have designed and implemented the prototype for a near real-time wireless image sequence streaming cloud with two-layered restoration for a road traffic monitoring application of a small-scale network. Since the… read more here.
Keywords: time; traffic monitoring; image; monitoring application ... See more keywords
Network Traffic Monitoring on the Basis of Sequential and Associative–Sequential Search Principles
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DOI: 10.3103/s1068798x18050039
Abstract: Network traffic monitoring on the basis of sequential and associative–sequential principles of current- information search is assessed in terms of efficiency. Associative–sequential search for information in network traffic permits increased productivity and faster decision making… read more here.
Keywords: traffic monitoring; search; associative sequential; network traffic ... See more keywords