Data-driven intelligent transportation systems: A survey

J Zhang, FY Wang, K Wang, WH Lin… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
For the last two decades, intelligent transportation systems (ITS) have emerged as an
efficient way of improving the performance of transportation systems, enhancing travel …

Real-time urban monitoring using cell phones: A case study in Rome

F Calabrese, M Colonna, P Lovisolo… - IEEE transactions on …, 2010 - ieeexplore.ieee.org
This paper describes a new real-time urban monitoring system. The system uses the
Localizing and Handling Network Event Systems (LocHNESs) platform developed by …

Understanding aggregate human mobility patterns using passive mobile phone location data: A home-based approach

Y Xu, SL Shaw, Z Zhao, L Yin, Z Fang, Q Li - Transportation, 2015 - Springer
Advancements of information, communication and location-aware technologies have made
collections of various passively generated datasets possible. These datasets provide new …

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 …

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
Mobile cellular networks can serve as ubiquitous sensors for physical mobility. We propose
a method to infer vehicle travel times on highways and to detect road congestion in real …

Mobile Systems applied to Traffic Management and Safety: a state of the art

V Astarita, DC Festa, VP Giofrè - Procedia computer science, 2018 - Elsevier
Mobile systems applied to traffic management and control and traffic safety have the
potential to shape the future of road transportation. The following innovations, that will be …

An approach to urban traffic state estimation by fusing multisource information

QJ Kong, Z Li, Y Chen, Y Liu - IEEE Transactions on Intelligent …, 2009 - ieeexplore.ieee.org
This paper presents an information-fusion-based approach to the estimation of urban traffic
states. The approach can fuse online data from underground loop detectors and global …

Simple analytical models for estimating the queue lengths from probe vehicles at traffic signals

G Comert - Transportation Research Part B: Methodological, 2013 - Elsevier
As mobile traffic sensor technology gets more attention, mathematical models are being
developed that utilize this new data type in various intelligent transportation systems …

Analytical evaluation of the error in queue length estimation at traffic signals from probe vehicle data

G Comert, M Cetin - IEEE Transactions on Intelligent …, 2011 - ieeexplore.ieee.org
Probe vehicle data are increasingly becoming more attractive for real-time system state
estimation in transportation networks. This paper presents analytical models for the real-time …

A comparative assessment of multi-sensor data fusion techniques for freeway traffic speed estimation using microsimulation modeling

C Bachmann, B Abdulhai, MJ Roorda… - … research part C: emerging …, 2013 - Elsevier
Real-time traffic speed estimation is a fundamental task for urban traffic management
centers and is often a critical element of Intelligent Transportation Systems (ITS). For this …