| 书目名称 | Stochastic Two-Dimensional Microscopic Traffic Model | | 副标题 | Theory and Applicati | | 编辑 | HongSheng Qi | | 视频video | | | 概述 | Focuses on the two-dimensional aspects of traffic model and fills the gap of current theory gaps.Considers complex environments, including the road geometry, the integration of lane changing, and car | | 丛书名称 | Lecture Notes in Intelligent Transportation and Infrastructure | | 图书封面 |  | | 描述 | .Microscopic traffic model serves as the foundation of traffic flow theory and is the basis for applications such as traffic simulation, autonomous vehicle simulation, and digital twin technology. Conventional traffic models have primarily focused on the longitudinal dimension and have been deterministic in nature. However, vehicles‘ movements involve both longitudinal and lateral dimensions, and their dynamics are inherently stochastic. Therefore, a two-dimensional treatment is essential..This book explores the theory and application of stochastic two-dimensional microscopic traffic models, including the development of theory, establishment of methods, and applications to autonomous vehicles. The book is organized into three sections: data, theory, and application. In the data section, various open-source trajectory data are analyzed and noise reduction techniques are discussed. In the theory section, various two-dimensional traffic models are developed. In the application section, the potential applications of these models are discussed, including behavioral inferences and lateral wandering. This book will be a useful reference for students, researchers and engineers in the field | | 出版日期 | Book 2024 | | 关键词 | Behavioral inference; Stochastic differential equations; Lateral wandering; Microscopic traffic model; T | | 版次 | 1 | | doi | https://doi.org/10.1007/978-981-97-3597-6 | | isbn_softcover | 978-981-97-3599-0 | | isbn_ebook | 978-981-97-3597-6Series ISSN 2523-3440 Series E-ISSN 2523-3459 | | issn_series | 2523-3440 | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor |
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发表于 2025-3-21 17:32:59
