Drift and diffusion based models of driver behavior

作者:Langner M*; Peinke J; Flemisch F; Baumann M; Beckmann D
来源:European Physical Journal B, 2010, 76(1): 99-107.
DOI:10.1140/epjb/e2010-00148-8

摘要

Based on experimental data taken from a driving simulator, we present different ways of how a stochastic model of the driver's behavior can be estimated directly from the data. The aim is to generate a drift and diffusion based stochastic model, which is equivalent to a potential based model. Depending on the data, different strategies are presented. Even in the case of non-equidistant or transient data, the method will be used to estimate appropriate models in one or higher dimensions.

  • 出版日期2010-7