Stochastic path prediction using the unscented transform with numerical integration

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC

Volumn , Issue , 2007, Pages 848-853

  Caveney, Derek ^a  

^a TOYOTA MOTOR CORPORATION   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATION POWER; COMPUTATION TIME; INTELLIGENT TRANSPORTATION SYSTEMS; NUMERICAL INTEGRATIONS; PATH PREDICTION; UNSCENTED TRANSFORM;

FORECASTING; INTEGRATION; INTELLIGENT VEHICLE HIGHWAY SYSTEMS; INTERPOLATION; NONLINEAR SYSTEMS; NUMERICAL ANALYSIS; STOCHASTIC PROGRAMMING; VEHICLE LOCATING SYSTEMS;

INTELLIGENT SYSTEMS;

EID: 49249093149     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ITSC.2007.4357713     Document Type: Conference Paper

References (11)

1. A. Carter, "The status of vehicle-to-vehicle communication as a means of improvement crash prevention performance," in NHTSA Tech. Rep. 05-0264, http://www-nrd.nhtsa.dot.gov/pdf/nrd-01/esv/esvl9/05-0264-W.pdf, 2005.
2. T. Gillespie, Fundamentals of Vehicle Dynamics. Warrendale, PA: Society of Automotive Engineers, International, 1992.
3. U. Kiencke and L. Nielson, Automotive Control Systems: For Engine, Driveline, and Vehicle. New York, NY: Springer, 2000.
4. J. Huang and H.-S. Tan, "Vehicle future trajectory prediction with a DGPS/INS-based positioning system," in Proceedings of American Control Conference, Minneapolis, MN, June 2006, pp. 5831-5836.
5. N. Higham, "The scaling and squaring method for the matrix exponential revisited," Siam Journal of Matrix Anal. Appl., vol. 26, no. 4, pp. 1179-1193, 2005.
6. D. Caveney, "Numerical integration for future vehicle path prediction," in Proceedings of American Control Conference, New York, NY, July 2007.
7. W. Press, B. Flannery, S. Teukolsky, and W. Vetterling, Numerical Recipes in C: The Art of Scientific Computing. Cambridge University Press, October 1992. [Online]. Available: http://www.amazon.fr/exec/obidos/ASIN/ 0521431085/citeulike04-21
8. J. Cash and A. H. Karp, "A variable order Runge-Kutta method for initial value problems with rapidly varying righthand sides," ACM Transactions on Mathematical Software, vol. 16, no. 3, pp. 201-222, Sept 1990. [Online]. Available: http://doi.acm.org/10.1145/79505.79507
9. S. Julier and J. Uhlmann, "A new extension of the Kalman filter to nonlinear systems," in Proceedings of AeroSense: The 11th International Symposium on Aerospace/Defense Sensing, Simulation and Controls, Multi Sensor Fusion, Tracking and Resource Management II, 1997.
10. E. Wan and R. Van der Merwe, "The unscented Kalman filter for nonlinear estimation," in Proceedings of IEEE Adaptive Systems for Signal Processing, Communications, and Control Symposium, Lake Louise, Canada, 2000. Also see http://cslu.cse.ogi.edu/nsel/ukf.
11. S. Julier and J. Uhlmann, "Reduced sigma point filters for the propagation of means and covariances through nonlinear transformations," in Proceedings of American Control Conference, 2002.