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Stochastic Two-Dimensional Microscopic Traffic Model

192,59 €*

Sofort verfügbar, Lieferzeit: 1-3 Tage

Produktnummer: 186aa8dfc43c754223a39d85c3117a828d
Autor: Qi, HongSheng
Themengebiete: Autonomous vehicles Behavioral inference Lateral wandering Microscopic traffic model Stochastic differential equations Trajectory data Two dimensional vehicle movement
Veröffentlichungsdatum: 27.07.2024
EAN: 9789819735969
Sprache: Englisch
Seitenzahl: 376
Produktart: Gebunden
Verlag: Springer Singapore
Untertitel: Theory and Applications
Produktinformationen "Stochastic Two-Dimensional Microscopic Traffic Model"
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 fields of vehicle engineering and traffic technology.

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