Smart City Gnosys

Smart city article details

Title	Implementing An Urban Dynamic Traffic Model
ID_Doc	30622
Authors	Bachechi C.; Po L.
Year	2019
Published	Proceedings - 2019 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2019
DOI	http://dx.doi.org/10.1145/3350546.3352537
Abstract	The world of mobility is constantly evolving and proposing new technologies, such as autonomous driving, electromobility, shared-mobility or even new air transport systems. We do not know how people and things will be moving within cities in 30 years, but for sure we know that road network planning and traffic management will remain critical issues. The goal of our research is the implementation of a data-driven micro-simulation traffic model for computing everyday simulations of road traffic in a medium-sized city. A dynamic traffic model is needed in every urban area, we introduce an easy-to-set-up solution for cities that already have traffic sensors installed. Daily traffic flows are created from real data measured by induction loop detectors along the urban roads in Modena. The result of the simulation provides a set of "snapshots" of the traffic flow within the Modena road network every minute. The main contribution of the implemented model is the ability, starting from traffic punctual information on 400 locations, to provide an overview of traffic intensity on more than 800 km of roads. © 2019 Association for Computing Machinery.
Author Keywords	Big data analyt-ics; Data integration; Data Modelling; IoT; Real Time Data; Simulations; Smart city applications; Smart mobility; Traffic modelling; Traffic sensors

Similar Articles

Id	Similarity	Authors	Title	Published
58524	0.894	Bachechi C.; Po L.	Traffic Analysis In A Smart City	Proceedings - 2019 IEEE/WIC/ACM International Conference on Web Intelligence Workshops, WI 2019 Companion (2019)
27256	0.885	Po L.; Rollo F.; Bachechi C.; Corni A.	From Sensors Data To Urban Traffic Flow Analysis	5th IEEE International Smart Cities Conference, ISC2 2019 (2019)
7335	0.884	Galán-García, JL; Aguilera-Venegas, G; Rodríguez-Cielos, P	An Accelerated-Time Simulation For Traffic Flow In A Smart City	JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 270 (2014)
29107	0.881	Silva P.; Smolková P.; Michailidu S.; Beránek J.; Macháček R.; Slaninová K.; Martinovič J.; Cmar R.	High-Performance Computing For Distributed Route Computation In Traffic Flow Models	Procedia Computer Science, 255 (2025)
60231	0.88	Gonçalves F.; Silva G.O.; Santos A.; Rocha A.M.A.C.; Peixoto H.; Durães D.; Machado J.	Urban Traffic Simulation Using Mobility Patterns Synthesized From Real Sensors	Electronics (Switzerland), 12, 24 (2023)
4651	0.88	Calvio A.; Jindal A.; Bujari A.; Aujla G.S.; Foschini L.	A Simulation-Based Decision Support System For Urban Traffic Management	IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, CAMAD (2023)
34647	0.88	Al-Nabhan, N; AlDuhaim, M; AlHussan, S; Abdullah, H; AlHaid, M; AlDuhaishi, R	Ksutraffic: A Microscopic Traffic Simulator For Traffic Planning In Smart Cities	CMC-COMPUTERS MATERIALS & CONTINUA, 68, 2 (2021)
44468	0.876	Dmitrieva E.; Pathani A.; Pushkarna G.; Acharya P.; Rana M.; Surekha P.	Real-Time Traffic Management In Smart Cities: Insights From The Traffic Management Simulation And Impact Analysis	BIO Web of Conferences, 86 (2024)
58570	0.876	Ilarri S.; Sáez D.; Trillo-Lado R.	Traffic Flow Modelling For Pollution Awareness: The Trafair Experience In The City Of Zaragoza	WEBIST 2020 - Proceedings of the 16th International Conference on Web Information Systems and Technologies (2020)
38883	0.875	Kumar A.; Batra N.; Mudgal A.; Yadav A.L.	Navigating Urban Mobility: A Review Of Ai-Driven Traffic Flow Management In Smart Cities	2024 11th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions), ICRITO 2024 (2024)