Framework for Calibration of a Traffic State Space Model

@inproceedings{Fransson2012FrameworkFC,
  title={Framework for Calibration of a Traffic State Space Model},
  author={Magnus Fransson and Mats Sandin and Handledare David Gundleg{\aa}rd and Examinator Clas Rydergren},
  year={2012}
}
To evaluate the traffic state over time and space, several models can be used. A typical model for estimating the state of the traffic for a stretch of road or a road network is the cell transmission model, which is a form of state space model. This kind of model typically needs to be calibrated since the different roads have different properties. This thesis will present a calibration framework for the velocity based cell transmission model, the CTM-v. The cell transmission model for velocity… CONTINUE READING

References

Publications referenced by this paper.
Showing 1-10 of 32 references

Data Assimilation: The Ensemble Kalman Filter

  • G. Evensen
  • 2009
Highly Influential
20 Excerpts

Jarmai, Analysis and Optimum Design of Metal Structures

  • K. J. Farkas
  • A.A. Balkema Publishers,
  • 1997
Highly Influential
6 Excerpts

The cell transmission model: a dynamic representation of highway traffic consistent with the hydrodynamic theory

  • C. F. Daganzo
  • Transportation Research Part B 28, no, vol. 28…
  • 1994
Highly Influential
15 Excerpts

A study of traffic capacity

  • B. D. Greenshield
  • Highway Research Board, vol. 14, pp. 448–477…
  • 1935
Highly Influential
8 Excerpts

Calibration of second order traffic models using continuous cross entropy method

  • D. Ngoduy, M. J. Maher
  • Transportation Research Part C, vol. 24, pp. 102…
  • 2012
Highly Influential
5 Excerpts

Similar Papers

Loading similar papers…