An ensemble Kalman filtering approach to highway traffic estimation using GPS enabled mobile devices

DB Work, OP Tossavainen, S Blandin… - 2008 47th IEEE …, 2008 - ieeexplore.ieee.org
… a density based CTM for highway traffic. A real time algorithm for traffic estimation based on
the … Other treatments of traffic monitoring include adjoint based data assimilation in [14], [15], …

Lagrangian sensing: traffic estimation with mobile devices

DB Work, OP Tossavainen, Q Jacobson… - 2009 American …, 2009 - ieeexplore.ieee.org
… of making significant breakthroughs in highway traffic monitoring. A fundamental challenge
… ) for highway traffic estimation is the development of a model for the evolution of traffic velocity…

Traffic state estimation on highway: A comprehensive survey

T Seo, AM Bayen, T Kusakabe, Y Asakura - Annual reviews in control, 2017 - Elsevier
… , the traffic state in unobserved areas needs to be estimated; … the simultaneous estimation of
flow, density, and speed on road … observed traffic data and a priori knowledge of traffic. Fig. 1 …

Vtrack: accurate, energy-aware road traffic delay estimation using mobile phones

A Thiagarajan, L Ravindranath, K LaCurts… - Proceedings of the 7th …, 2009 - dl.acm.org
… This paper presents VTrack, a system for using mobile phones to accurately estimate
road travel times using a sequence of inaccurate position samples, and evaluates it on route …

Estimating freeway traffic measures from mobile phone location data

H Gao, F Liu - European journal of operational research, 2013 - Elsevier
… We used a clustering method to estimate freeway traffic measures from mobile phone … So
using mobile phones instead of GPS to estimate traffic measures has attracted a lot of attention. …

Real-time urban traffic state estimation with A-GPS mobile phones as probes

S Tao, V Manolopoulos… - Journal of …, 2012 - diva-portal.org
… data, based on which real-time urban traffic states can be estimated and sent as feedback
to … A-GPS mobile phones can be used to estimate urban traffic states. The urban traffic is gen…

Mobile phones as traffic probes: practices, prospects and issues

G Rose - Transport Reviews, 2006 - Taylor & Francis
traffic conditions. This paper examines the emerging opportunities to collect network‐wide
traffic information using mobile phones as traffic … the mobile phone to locate it and estimate its …

Traffic monitoring via mobile device location

J Martín, EJ Khatib, P Lázaro, R Barco - Sensors, 2019 - mdpi.com
… a road (explained in detail in Section 2.3.1). These corrected locations are used to estimate
the … Then, in each VILD belonging to the estimated route, the time when the mobile device

Evaluation of traffic data obtained via GPS-enabled mobile phones: The Mobile Century field experiment

JC Herrera, DB Work, R Herring, XJ Ban… - … Research Part C …, 2010 - Elsevier
… An ensemble Kalman filtering approach to highway traffic estimation using GPS enabled
mobile devices. In: Proceedings of the 47th IEEE Conference on Decision and Control, Cancun, …

The cellular network as a sensor: From mobile phone data to real-time road traffic monitoring

A Janecek, D Valerio, KA Hummel… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
… of the signaling events generated by mobile devices (Section II). • We introduce a method
for estimating the expected travel time of vehicles on highway segments based solely on the …