Introduction to intelligent transportation system: overview, classification based on physical architecture, and challenges

S Sharma, SK Awasthi - International Journal of Sensor …, 2022 - inderscienceonline.com
The rapid increase in the number of vehicles has become a major problem associated with
traffic management. To ameliorate the traffic efficiency and minimisation of mess, the traffic …

Edge mesh: A new paradigm to enable distributed intelligence in internet of things

Y Sahni, J Cao, S Zhang, L Yang - IEEE access, 2017 - ieeexplore.ieee.org
In recent years, there has been a paradigm shift in Internet of Things (IoT) from centralized
cloud computing to edge computing (or fog computing). Developments in ICT have resulted …

Traffic management systems: A classification, review, challenges, and future perspectives

AM De Souza, CARL Brennand… - International …, 2017 - journals.sagepub.com
In cities, where the number of vehicles continuously increases faster than the available traffic
infrastructure to support them, congestion is a difficult issue to deal with and it becomes even …

Distributed resource scheduling in edge computing: Problems, solutions, and opportunities

Y Sahni, J Cao, L Yang, S Wang - Computer Networks, 2022 - Elsevier
Edge computing has become popular in the last decade and will advance in future to
support real-time actionable analytics at the devices. One of the fundamental problems for …

SSGRU: A novel hybrid stacked GRU-based traffic volume prediction approach in a road network

P Sun, A Boukerche, Y Tao - Computer Communications, 2020 - Elsevier
As a potential solution to relieve traffic congestions and help build a more safe traffic system,
traffic flow prediction methods are given much attention in recent years. In previous studies …

Fogjam: A fog service for detecting traffic congestion in a continuous data stream vanet

MLM Peixoto, E Mota, AHO Maia, W Lobato… - Ad Hoc Networks, 2023 - Elsevier
In a continuous data stream vehicular network environment, a Traffic Congestion Detection
Service (TCDS) receives many periodic information to update and discover road segments …

[HTML][HTML] Efficient data dissemination protocol based on complex networks' metrics for urban vehicular networks

JB D. da Costa, AM de Souza, D Rosário… - Journal of Internet …, 2019 - Springer
Services that aim to make the current transportation system more secure, sustainable, and
efficient constitute the Traffic Management Systems (TMS). Vehicular Ad hoc Networks …

[HTML][HTML] Better safe than sorry: a vehicular traffic re-routing based on traffic conditions and public safety issues

AM de Souza, T Braun, LC Botega, R Cabral… - Journal of Internet …, 2019 - Springer
Vehicular traffic re-routing is the key to provide better traffic mobility. However, taking into
account just traffic-related information to recommend better routes for each vehicle is far from …

[HTML][HTML] Effective safety message dissemination with vehicle trajectory predictions in V2X networks

H Li, F Liu, Z Zhao, M Karimzadeh - Sensors, 2022 - mdpi.com
Exploring data connection information from vehicle-to-vehicle (V2V) and vehicle-to-
infrastructure (V2I) communications using advanced machine learning approaches, an …

Itssafe: An intelligent transportation system for improving safety and traffic efficiency

AM De Souza, LLC Pedrosa… - 2018 IEEE 87th …, 2018 - ieeexplore.ieee.org
Recently, many cities are facing challenging mobility and safety issues. The former is
commonly related to traffic congestion, as a consequence of uncontrolled population growth …