Title
A Harmonized Perspective on Transportation Management in Smart Cities: The Novel IoT-Driven Environment for Road Traffic Modeling.
Abstract
The unprecedented growth of today's cities together with increased population mobility are fueling the avalanche in the numbers of vehicles on the roads. This development led to the new challenges for the traffic management, including the mitigation of road congestion, accidents, and air pollution. Over the last decade, researchers have been focusing their efforts on leveraging the recent advances in sensing, communications, and dynamic adaptive technologies to prepare the deployed road traffic management systems (TMS) for resolving these important challenges in future smart cities. However, the existing solutions may still be insufficient to construct a reliable and secure TMS that is capable of handling the anticipated influx of the population and vehicles in urban areas. Along these lines, this work systematically outlines a perspective on a novel modular environment for traffic modeling, which allows to recreate the examined road networks in their full resemblance. Our developed solution is targeted to incorporate the progress in the Internet of Things (IoT) technologies, where low-power, embedded devices integrate as part of a next-generation TMS. To mimic the real traffic conditions, we recreated and evaluated a practical traffic scenario built after a complex road intersection within a large European city.
Year
DOI
Venue
2016
10.3390/s16111872
SENSORS
Keywords
Field
DocType
smart city,Internet of Things,embedded devices,genetic algorithm,optimization
Population,Road networks,Transport engineering,Internet of Things,Road traffic,Smart city,Modular design,Engineering,Geographic mobility,Genetic algorithm
Journal
Volume
Issue
Citations 
16
11.0
2
PageRank 
References 
Authors
0.37
0
9
Name
Order
Citations
PageRank
Pavel Masek17420.39
Jan Masek221.38
P. Frantík351.77
Radek Fujdiak44511.17
Aleksandr Ometov514023.46
Jiri Hosek6499.24
Sergey Andreev741061.79
Petr Mlynek82713.05
Jiri Misurec91810.91