Stochastic Two-Dimensional Microscopic Traffic Model

Theory and Applications

Inbunden, Engelska, 2024

Av HongSheng Qi, Hongsheng Qi

2 789 kr

Beställningsvara. Skickas inom 10-15 vardagar
Fri frakt för medlemmar vid köp för minst 249 kr.

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.

Produktinformation

  • Utgivningsdatum2024-07-27
  • Mått155 x 235 x undefined mm
  • FormatInbunden
  • SpråkEngelska
  • SerieLecture Notes in Intelligent Transportation and Infrastructure
  • Antal sidor376
  • FörlagSpringer Verlag, Singapore
  • ISBN9789819735969