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Stochastic Two-dimensional Microscopic Traffic Model

Name: Stochastic Two-dimensional Microscopic Traffic Model
Brand: Springer, Berlin
SKU: 46022615
Price: 1023.34 RON
Availability: InStock
Author: Hongsheng Qi
ISBN: 9789819735969

Theory and Applications

Hongsheng Qi

Limba

engleză

Carte Copertă tare

Codul Libristo: 46022615

Editura Springer, Berlin, august 2024

Microscopic traffic model serves as the foundation of traffic flow theory and is the basis for appli... Descrierea completă

Codul Libristo: 46022615

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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.