]. A. Laureshyn, Automated video analysis and behavioural studies based on individual speed profiles, Proceedings of 18th ICTCT, 2005.

H. M. Barbosa, M. R. Tight, and A. D. May, A model of speed profiles for traffic calmed roads. Transportation Research Part A: Policy and Practice, pp.103-123, 2000.

A. Lahrech, C. Boucher, and J. C. Noyer, Fusion of GPS and odometer measurements for map-based vehicle navigation, 2004 IEEE International Conference on Industrial Technology, 2004. IEEE ICIT '04., pp.944-948, 2004.
DOI : 10.1109/ICIT.2004.1490202

D. Loebis, R. Sutton, J. Chudley, and W. Naeem, Adaptive tuning of a Kalman filter via fuzzy logic for an intelligent AUV navigation system, Control Engineering Practice, vol.12, issue.12, pp.1531-1539, 2004.
DOI : 10.1016/j.conengprac.2003.11.008

C. Boucher, A. Lahrech, and J. C. Noyer, Nonlinear filtering for land vehicle navigation with gps outage, Systems, Man and Cybernetics IEEE International Conference on, pp.1321-1325, 2004.

A. N. Ramjattan and P. A. Cross, A Kalman Filter Model for an Integrated Land Vehicle Navigation System, Journal of Navigation, vol.44, issue.02, pp.293-302, 1995.
DOI : 10.1017/S0373463300012765

R. Da and G. Dedes, Nonlinear smoothing of dead reckoning data with gps measurements, Proceedings of the 8th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GPS 1995), pp.1285-1294, 1995.

R. E. Kalman, A New Approach to Linear Filtering and Prediction Problems, Journal of Basic Engineering, vol.82, issue.1, pp.35-45, 1960.
DOI : 10.1115/1.3662552

H. E. Rauch, C. T. Striebel, and F. Tung, Maximum likelihood estimates of linear dynamic systems, AIAA Journal, vol.3, issue.8, pp.1445-1450, 1965.
DOI : 10.2514/3.3166

D. Mayne, A solution of the smoothing problem for linear dynamic systems, Automatica, vol.4, issue.2, pp.73-92, 1966.
DOI : 10.1016/0005-1098(66)90019-7

D. C. Fraser, A new technique for the optimal smoothing of data, 1967.

M. A. Quddus, W. Y. Ochieng, R. B. Noland-]-g, C. Taylor, J. Brunsdon et al., Current map-matching algorithms for transport applications: State-of-the art and future research directions, Gps accuracy estimation using map-matching techniques: Applied to vehicle positioning and odometer calibration . Computers, Environments, and Urban Systems, pp.312-328757, 2006.
DOI : 10.1016/j.trc.2007.05.002

C. A. Scott and C. R. Drane, An optimal mapaided position estimator for tracking motor vehicles, IEEE Proceedings of the 6th International Conference on Vehicle Navigation and Information Systems, pp.360-367, 1995.

N. Viandier, J. Rabaoui, E. Marais, and . Duflos, GNSS pseudorange error density tracking using Dirichlet Process Mixture, 2010 13th International Conference on Information Fusion, 2010.
DOI : 10.1109/ICIF.2010.5711829

URL : https://hal.archives-ouvertes.fr/hal-00713046

J. Borenstein and L. Feng, Measurement and correction of systematic odometry errors in mobile robots, IEEE Transactions on Robotics and Automation, vol.12, issue.6, pp.869-880, 1996.
DOI : 10.1109/70.544770

C. K. Chui and G. Chen, Kalman filtering with real-time applications. Springer series in information sciences, 1987.

M. S. Grewal and A. P. Andrews, Kalman Filtering: Theory and Practice Using MATLAB, 2008.
DOI : 10.1002/9781118984987