A Comparative Study on Traffic Modeling Techniques for Predicting and Simulating Traffic Behavior
نویسندگان
چکیده
The significant advancements in intelligent transportation systems (ITS) have contributed to the increased development traffic modeling. These include prediction and simulation models that are used simulate predict behaviors on highway roads urban networks. capable of precise modeling current status accurate predictions future based varying conditions. However, selecting appropriate model for a specific environmental setting is challenging expensive due different requirements need be considered, such as accuracy, performance, efficiency. In this research, we present comprehensive literature review research related models. We start by highlighting challenges long-term short-term Then, most common nonparametric Lastly, look into existing tools algorithms. summarize available models, define required parameters, discuss limitations each model. hope survey serves useful resource management engineers, researchers, practitioners domain.
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ژورنال
عنوان ژورنال: Future Internet
سال: 2022
ISSN: ['1999-5903']
DOI: https://doi.org/10.3390/fi14100294