An advanced cooperative path prediction algorithm for safety applications in vehicular networks

IEEE Transactions on Intelligent Transportation Systems

Volumn 12, Issue 3, 2011, Pages 669-679

  Lytrivis, Panagiotis ^a   Thomaidis, George ^a   Tsogas, Manolis ^a   Amditis, Angelos ^a  

^a NATIONAL TECHNICAL UNIVERSITY OF ATHENS   (Greece)

Author keywords

Cooperative systems; data fusion; path prediction; road safety; vehicular ad hoc networks (VANETs)

Indexed keywords

COOPERATIVE SYSTEMS; MAP DATA; PATH PREDICTION; ROAD CURVATURE; ROAD ENVIRONMENT; ROAD GEOMETRY; ROAD SAFETY; ROAD USERS; SAFETY APPLICATIONS; VEHICULAR AD HOC NETWORKS; VEHICULAR NETWORKS; VEHICULAR SAFETY; WIRELESS COMMUNICATIONS; YAW RATE;

ACCIDENT PREVENTION; AD HOC NETWORKS; ALGORITHMS; DATA FUSION; FORECASTING; MOTOR TRANSPORTATION; ROADS AND STREETS; VEHICLES; WIRELESS TELECOMMUNICATION SYSTEMS;

MOBILE AD HOC NETWORKS;

EID: 80052376220     PISSN: 15249050     EISSN: None     Source Type: Journal    
DOI: 10.1109/TITS.2011.2123096     Document Type: Article

References (31)

1. S. Olariu and M. C. Weigle, Vehicular Networks: From Theory to Practice. London, U. K.: Chapman & Hall, Mar. 2009.
2. Y. Toor, P. Muhlethaler, A. Laouiti, and A. de La Fortelle, "Vehicle ad hoc networks: Applications and related technical issues", IEEE Commun. Surveys Tuts., vol. 10, no. 3, pp. 74-88, Sep. 2008.
3. H. Moustafa and Y. Zhang, Vehicular Networks: Techniques, Standards and Applications. New York: Auerbach, Apr. 2009.
4. "Vehicle safety communications project-Task 3 final report: Identify intelligent vehicle safety applications enabled by DSRC", Nat. Highway Traffic Safety Admin., U. S. Dept. Transp., Washington, DC, 2005.
5. E. Bertolazzi, F. Biral, M. Da Lio, A. Saroldi, and F. Tango, "Supporting drivers in keeping safe speed and safe distance: The SASPENCE subproject within the European Framework Programme 6 integrating project PReVENT", IEEE Trans. Intell. Transp. Syst., vol. 11, no. 3, pp. 525-538, Sep. 2010.
6. A. Amditis, M. Bimpas, G. Thomaidis, M. Tsogas, M. Netto, S. Mammar, A. Beutner, N. Möhler, T. Wirthgen, S. Zipser, A. Etemad, M. Da Lio, and R. Cicilloni, "A situation-adaptive lane-keeping support system: Overview of the SAFELANE approach", IEEE Trans. Intell. Transp. Syst., vol. 11, no. 3, pp. 617-629, Sep. 2010.
7. P. Lytrivis, G. Thomaidis, and A. Amditis, "Cooperative path prediction in vehicular environments", in Proc. 11th Int. IEEE ITSC, Beijing, China, 2008, pp. 803-808.
8. F. Ahlers and C. Stimming, "Cooperative laserscanner predata fusion", in Proc. IEEE Intell. Vehicles Symp. (IV), Eindhoven, The Netherlands, 2008, pp. 1187-1190.
9. A. Polychronopoulos, M. Tsogas, A. Amditis, and L. Andreone, "Sensor fusion for predicting vehicles' path for collision avoidance systems", IEEE Trans. Intell. Transp. Syst., vol. 8, no. 3, pp. 549-562, Sep. 2007. (Pubitemid 47383475)
10. S. Shen, L. Hong, and S. Cong, "Reliable road vehicle collision prediction with constrained filtering", Signal Process., vol. 86, no. 11, pp. 3339-3356, Nov. 2006. (Pubitemid 44331422)
11. N. Floudas, M. Tsogas, A. Amditis, and H. Weigel, "Positioning and path prediction for scenario assessment of safe speed system", in Proc. 14th World Congr. ITS, Beijing, China, 2007.
12. A. Polychronopoulos, M. Tsogas, A. Amditis, U. Scheunert, L. Andreone, and F. Tango, "Dynamic situation and threat assessment for collision warning systems: The EUCLIDE approach", in Proc. IEEE Intell. Vehicles Symp. (IV), Parma, Italy, 2004, pp. 636-641.
13. S. Julier and J. K. Uhlmann, "A general method for approximating nonlinear transformations of probability distributions", Robot. Res. Group, Dept. Eng. Sci., Univ. Oxford, Oxford, U. K., 1996.
14. E. A. Wan and R. van der Merwe, "The unscented Kalman filter", in Kalman Filtering and Neural Networks, S. Haykin, Ed. New York: Wiley, 2001, pp. 221-280.
15. M. Tsogas, A. Polychronopoulos, and A. Amditis, "Unscented Kalman filter design for curvilinear motion models suitable for automotive safety applications", in Proc. 8th Int. Conf. Inf. Fusion, Philadelphia, PA, 2005.
16. S. Blackman and R. Popoli, Design and Analysis of Modern Tracking Systems. Norwood, MA: Artech House, 1999.
17. X. R. Li and V. P. Jilkov, "Survey of maneuvering target tracking-Part I: Dynamic models", IEEE Trans. Aerosp. Electron. Syst., vol. 39, no. 4, pp. 1333-1364, Oct. 2003.
18. B. Ristic, S. Arulampalam, and N. Gordon, Beyond the Kalman Filter-Particle Filters for Tracking Applications. Norwood, MA: Artech House, 2004.
19. A. Polychronopoulos, A. Amditis, N. Floudas, and H. Lind, "Integrated object and road borders tracking using 77-GHz automotive radars", Proc. Inst. Elect. Eng.-Radar, Sonar Navig., vol. 151, no. 6, pp. 375-381, Dec. 2004. (Pubitemid 40085464)
20. N. Floudas, P. Lytrivis, H. Avgoustidis, M. Ahrholdt, G. Thomaidis, and A. Amditis, "Track-based multisensor data fusion for collision mitigation", in Proc. 11th Int. Conf. Inf. Fusion, Cologne, Germany, 2008, pp. 1-8.
21. Y. Bar-Shalom and L. Campo, "The effect of the common process noise on the two-sensor fused-track covariance", IEEE Trans. Aerosp. Electron. Syst., vol. AES-22, no. 6, pp. 803-805, Nov. 1986. (Pubitemid 17549458)
22. Y. Bar-Shalom, "On the track-to-track correlation problem", IEEE Trans. Autom. Control, vol. AC-26, no. 2, pp. 571-572, Apr. 1981.
23. A. Dempster, "A generalization of Bayesian inference", J. R. Stat. Soc., Ser. B, vol. 30, no. 2, pp. 205-247, 1968.
24. G. Shafer, A Mathematical Theory of Evidence. Princeton, NJ: Princeton Univ. Press, 1976.
25. National Highway Traffic Safety Administration, Traffic safety facts 2007: A compilation of motor vehicle crash data from the fatality analysis reporting system and the general estimates system, Washington, DC, Dept. Transp., HS 811 002, 2008.
26. Y. Bar-Shalom and W. D. Blair, Multitarget-Multisensor Tracking: Applications and Advances. Norwood, MA: Artech House, 2000.
27. D. Huang and H. Leung, "An expectation-maximization-based interacting multiple model approach for cooperative driving systems", IEEE Trans. Intell. Transp. Syst., vol. 6, no. 2, pp. 206-228, Jun. 2005. (Pubitemid 40925771)
28. M. Althoff, O. Stursberg, and M. Buss, "Model-based probabilistic collision detection in autonomous driving", IEEE Trans. Intell. Transp. Syst., vol. 10, no. 2, pp. 299-310, Jun. 2009.
29. J. Connors and G. Elkaim, "Analysis of a spline-based obstacle-avoiding path-planning algorithm", in Proc. 65th Semi-Annu. IEEE VTC, Dublin, Ireland, 2007, pp. 2565-2569. (Pubitemid 47134410)
30. S. Glaser, B. Vanholme, S. Mammar, D. Gruyer, and L. Nouveliere, "Maneuver-based trajectory planning for highly autonomous vehicles on real road with traffic and driver interaction", IEEE Trans. Intell. Transp. Syst., vol. 11, no. 3, pp. 589-606, Sep. 2010.
31. L. A. Piegl and W. Tiller, The NURBS Book (Monographs in Visual Communication), 2nd ed. New York: Springer-Verlag, 1996.