TBSM: A traffic burst-sensitive model for short-term prediction under special events

Y Ren, H Jiang, N Ji, H Yu - Knowledge-Based Systems, 2022 - Elsevier
Traffic prediction is an important management tool for traffic guidance and control and an
effective decision-making tool to help travelers plan routes and avoid congested road …

A special event-based K-nearest neighbor model for short-term traffic state prediction

H Yu, N Ji, Y Ren, C Yang - Ieee Access, 2019 - ieeexplore.ieee.org
Recently, short-term traffic state prediction for urban transportation networks has become a
popular topic. However, due to the uncontrollable and unpredictable elements of special …

State estimation over a lossy network in spatially distributed cyber-physical systems

S Deshmukh, B Natarajan… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
In this paper, we analyze stochastic stability of Kalman filter (KF) based state estimation over
a lossy network in spatially distributed cyber-physical systems. We study a practical scenario …

Kyun queue: a sensor network system to monitor road traffic queues

R Sen, A Maurya, B Raman, R Mehta… - Proceedings of the 10th …, 2012 - dl.acm.org
Unprecedented rate of growth in the number of vehicles has resulted in acute road
congestion problems worldwide. Better traffic flow management, based on enhanced traffic …

A novel wireless sensor network frame for urban transportation

X Hu, L Yang, W Xiong - IEEE Internet of Things Journal, 2015 - ieeexplore.ieee.org
The rapid progress in the research and development of electronics, sensing, signal
processing, and communication networks has significantly advanced the state of …

Artificial potential field approach in WSN deployment: Cost, QoM, connectivity, and lifetime constraints

N Aitsaadi, N Achir, K Boussetta, G Pujolle - Computer Networks, 2011 - Elsevier
In this paper, we address a wireless sensor network deployment problem. It is considered
when the deployment field is characterized by a geographical irregularity of the monitored …

Exploitation of physical constraints for reliable social sensing

D Wang, T Abdelzaher, L Kaplan… - 2013 IEEE 34th Real …, 2013 - ieeexplore.ieee.org
This paper develops and evaluates algorithms for exploiting physical constraints to improve
the reliability of social sensing. Social sensing refers to applications where a group of …

Geo-distributed analytical streaming architecture for iot platforms

MRH Farahabady, AY Zomaya - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
The surge in real-time IoT data introduces scalability and computational challenges,
necessitating advanced architectural and technological solutions. Streamed data processing …

Cooperative sensing and compression in vehicular sensor networks for urban monitoring

X Yu, H Zhao, L Zhang, S Wu… - 2010 IEEE …, 2010 - ieeexplore.ieee.org
A Vehicular Sensor Network (VSN) may be used for urban environment surveillance utilizing
vehicle-based sensors to provide an affordable yet good coverage for the urban area. The …

An on-road wireless sensor network approach for urban traffic state monitoring

M Shuai, K Xie, X Ma, G Song - 2008 11th International IEEE …, 2008 - ieeexplore.ieee.org
Wireless sensor networks are expected to be deployed on urban roadways to monitor the
traffic continuously. One of the requirements of traffic monitoring is displaying the traffic …