EXIMIUS: A measurement framework for explicit and implicit urban traffic sensing

Z Qin, Z Fang, Y Liu, C Tan, W Chang… - Proceedings of the 16th …, 2018 - dl.acm.org
Urban traffic sensing has been investigated extensively by different real-time sensing
approaches due to important applications such as navigation and emergency services …

Smart traffic monitoring with participatory sensing

P Zhou, Z Chen, M Li - Proceedings of the 11th ACM Conference on …, 2013 - dl.acm.org
Background. Real time urban traffic information is critical to wide populations living in the city
but undergoes significant spatial and temporal variation especially in the urban areas and …

A participatory urban traffic monitoring system: The power of bus riders

Z Liu, S Jiang, P Zhou, M Li - IEEE Transactions on Intelligent …, 2017 - ieeexplore.ieee.org
This paper presents a participatory sensing-based urban traffic monitoring system. Different
from existing works that heavily rely on intrusive sensing or full cooperation from probe …

Citywide road-network traffic monitoring using large-scale mobile signaling data

Q Huang, Y Yang, Y Xu, F Yang, Z Yuan, Y Sun - Neurocomputing, 2021 - Elsevier
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 …

Urban sensing based on human mobility

S Ji, Y Zheng, T Li - Proceedings of the 2016 ACM International Joint …, 2016 - dl.acm.org
Urban sensing is a foundation of urban computing, collecting data in cities through
ubiquitous computing techniques, eg using humans as sensors. In this paper, we propose a …

Smartroad: a crowd-sourced traffic regulator detection and identification system

S Hu, L Su, H Liu, H Wang, T Abdelzaher - Proceedings of the 12th …, 2013 - dl.acm.org
In this paper we present SmartRoad, a crowd-sourced sensing system that detects and
identifies traffic regulators, traffic lights and stop signs in particular. As an alternative to …

Smartroad: Smartphone-based crowd sensing for traffic regulator detection and identification

S Hu, L Su, H Liu, H Wang, TF Abdelzaher - ACM Transactions on …, 2015 - dl.acm.org
In this article we present SmartRoad, a crowd-sourced road sensing system that detects and
identifies traffic regulators, traffic lights, and stop signs, in particular. As an alternative to …

AMSense: How mobile sensing platforms capture pedestrian/cyclist spatiotemporal properties in cities

A Vial, W Daamen, AY Ding, B van Arem… - IEEE Intelligent …, 2020 - ieeexplore.ieee.org
We present a design for a novel mobile sensing system (AMSense) that uses vehicles as
mobile sensing nodes in a network to capture spatiotemporal properties of pedestrians and …

Fusing traffic sensor data for real-time road conditions

E Bouillet, B Chen, C Cooper, D Dahlem… - Proceedings of First …, 2013 - dl.acm.org
Transport authorities have been deploying and utilising sensor infrastructures in order to
improve upon the level of transport-related services within cities. As existing resources are …

A novel on-demand vehicular sensing framework for traffic condition monitoring

SA Rahman, A Mourad, M El Barachi… - Vehicular …, 2018 - Elsevier
With the increased need for mobility and the overcrowding of cities, the area of Intelligent
Transportation aims at improving the efficiency, safety, and productivity of transportation …