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Title: | Develop & evaluate dynamic traffic generator for driving simulation | Authors: | Pham Do Minh Sang | Keywords: | Traffic simulation;traffic generator;Traffic flow theory;Traffic flow modelling;Social force model | Issue Date: | 2021 | Publisher: | Vietnamese-German University | Abstract: | Accidents frequently happen on the street every day, and the demand for traffic mobility optimization is high. Thus, many companies, laboratories want to simulate the traffic to improve it. However, simulation in real life will be costly and dangerous; that why industries and researchers use machines to simulate traffic, driving. Through 86 years of Traffic Simulation Development, many studies combine Information Technology (IT) systems with Traffic theories to simulate traffic and driving. However, some studies cannot reflect reality due to the limited technologies in the past; others consider the 3D environment just for visualization. What differentiates values that this study can contribute are the thesis processes and the novel architect model for Unity 3D development in general and this TG in particular, then adapting, combining the appropriate traffic theories to create new traffic algorithms for developing the TG in Unity framework and C# language. And the TG is finished. By running simulations on the computer in a 3D environment, this study can save time, cost and increase safety while researching. This study figures out that a Traffic Generator (TG) is a tool for researchers in many fields (Traffic Management, Traffic Construction, Vehicle Engineering, etc.). If the TG does not ensure the reality, TG will stand for “Toy generator” instead of “Traffic generator”. Thus, TG itself cannot guarantee the traffic simulation doesn’t have any accidents without researchers from different fields. Most of the models this study chooses to belong to microscopic classification and other separate models in some contexts, such as the social force model for pedestrian, vehicle. The outcome of this study can be integrated with the Audi S8 Driving Simulator of Koffi project in UniTyLab to research other directions like study about the weather impact on drivers in traffic simulation, the psychology of driving behaviours, etc. |
URI(1): | http://epub.vgu.edu.vn/handle/dlibvgu/1255 |
Appears in Collections: | Business Information Systems (BIS) |
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Develop & evaluate dynamic traffic generator for driving simulation.pdf | 10.97 MB | Adobe PDF |
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