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Paper   IPM / Nano-Sciences / 8237
School of Nano Science
  Title:   Statistical analysis of floating-car data: an empirical study
  Author(s): 
1.  Mohammad Ebrahim Fooladvand
2.  A. H. Darooneh
  Status:   Published
  Journal: Eur. Phys. J. B
  Vol.:  47
  Year:  2005
  Pages:   319-328
  Publisher(s):   Springer
  Supported by:  IPM
  Abstract:
We present the results of statistical analysis of the empirical floating-car data. Our investigations are based on analyzing the time series of four basic quantities namely velocity, velocity difference, spatial gap and the acceleration associated to some instrumented cars. We obtain the statistical characteristics, including the mean, variance and relative variance of these time series by taking direct time averages. We also try to identify the moving phases of the instrumented vehicle according to the statistical properties of its velocity time series. Moreover, by exploring the two-point joint probabilities, we propose a new approach for modelling vehicular dynamics based on the floating car data.

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