Traffic density estimation: A mobile sensing approach

S Panichpapiboon, P Leakkaw - IEEE Communications …, 2017 - ieeexplore.ieee.org
Traffic density is one of the fundamental traffic variables used in modeling road traffic
dynamics. It measures how packed the vehicles are on the observed road space. Typically …

A trade-off analysis between penetration rate and sampling frequency of mobile sensors in traffic state estimation

C Bucknell, JC Herrera - Transportation Research Part C: Emerging …, 2014 - Elsevier
The rapid-growth of smartphones with embedded navigation systems such as GPS modules
provides new ways of monitoring traffic. These devices can register and send a great …

Traffic sensing through accelerometers

S Panichpapiboon, P Leakkaw - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
With the advances in wireless communication and mobile computing, a future
infrastructureless self-organizing traffic information system, where vehicles can form a …

Traffic flow estimation models using cellular phone data

N Caceres, LM Romero, FG Benitez… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
Traffic volume is a parameter used to quantify demand in transportation studies, and it is
commonly collected by using on-road (fixed) sensors such as inductive loops, cameras, etc …

Towards real-time density estimation using vehicle-to-vehicle communications

R Florin, S Olariu - Transportation research part B: methodological, 2020 - Elsevier
Traffic state estimation is a fundamental task of Intelligent Transportation Systems (ITS).
Recent advances in sensor technology and emerging computer and vehicular …

[PDF][PDF] Impacts of the mobile internet on transportation cyberphysical systems: traffic monitoring using smartphones

DB Work, AM Bayen - National Workshop for Research on High …, 2008 - bayen.berkeley.edu
This article describes how the mobile internet is changing the face of the transportation
cyberphysical system at a rapid pace. In the last five years, cellular phone technology has …

[HTML][HTML] Traffic monitoring via mobile device location

J Martín, EJ Khatib, P Lázaro, R Barco - Sensors, 2019 - mdpi.com
Measuring traffic in real time is one of the main functionalities of Smart Cities. To reduce the
costs of deployment and operation, traffic measurement with mobile devices has been …

Second-order models and traffic data from mobile sensors

B Piccoli, K Han, TL Friesz, T Yao, J Tang - Transportation Research Part C …, 2015 - Elsevier
Mobile sensing enabled by GPS or smart phones has become an increasingly important
source of traffic data. For sufficient coverage of the traffic stream, it is important to maintain a …

Exploiting wireless communication in vehicle density estimation

S Panichpapiboon… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
Vehicle density is one of the main metrics used for assessing road traffic condition. High
vehicle density indicates that traffic is congested. Currently, most vehicle density estimation …

Microscopic estimation of freeway vehicle positions using mobile sensors

NJ Goodall, BL Smith, BB Park - 2020 - engrxiv.org
The introduction of mobile sensors, ie probe vehicles with GPS-enabled smart phones or
connected vehicle technology, will potentially provide more comprehensive information on …