2023
DOI: 10.3390/electronics12244971
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Urban Traffic Simulation Using Mobility Patterns Synthesized from Real Sensors

Fábio Gonçalves,
Gonçalo O. Silva,
Alexandre Santos
et al.

Abstract: Smart cities are an ongoing research topic with multiple sub-research areas, from traffic control to optimization and even safety. However, testing the new methodologies or technologies directly in the real world is an almost impossible feat that, inclusively, can result in disaster. Thus, there is the importance of simulation. Simulation enables testing new and complex methodologies and gauging their impact in a realistic context without adding any safety issues. Additionally, these can accurately map real-wo… Show more

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Cited by 4 publications
(2 citation statements)
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“…Concerning simulations and virtual scenarios, several studies have strategically employed the SUMO tool, a versatile and widely adopted simulator renowned for its detailed and comprehensive analysis of urban traffic and mobility scenarios [24]. Leveraging SUMO's adaptability and robust simulation capabilities, many works have delved into intricate details, offering a nuanced understanding of the intersection between transportation, urban environments, and environmental sustainability [31]. This is due to the fact that this tool serves as a pivotal asset in meticulously exploring and dissecting the complexities associated with the challenging urban transportation scenario.…”
Section: Related Workmentioning
confidence: 99%
“…Concerning simulations and virtual scenarios, several studies have strategically employed the SUMO tool, a versatile and widely adopted simulator renowned for its detailed and comprehensive analysis of urban traffic and mobility scenarios [24]. Leveraging SUMO's adaptability and robust simulation capabilities, many works have delved into intricate details, offering a nuanced understanding of the intersection between transportation, urban environments, and environmental sustainability [31]. This is due to the fact that this tool serves as a pivotal asset in meticulously exploring and dissecting the complexities associated with the challenging urban transportation scenario.…”
Section: Related Workmentioning
confidence: 99%
“…Moreover, readers who want to explore even more into the recommender systems and techniques can refer to the following articles from the specialized literature that address some challenges and opportunities from different perspectives: Gonçalves et al [14], Kamilin and Yamaguchi [15], Ferreira et al [16], Moolikagedara et al [17], Kim and Shon [18], and Alzahrani et al [19]. Based on these research findings, the following benefits offered by recommender systems in smart cities can be considered [14][15][16][17][18][19]:…”
Section: Introductionmentioning
confidence: 99%