Kernel-based optimization for traffic density estimation in ITS

IEEE Vehicular Technology Conference

Volumn , Issue , 2011, Pages

  Tabibiazar, Arash ^a   Basir, Otman ^a  

^a UNIVERSITY OF WATERLOO   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION FUNCTION; AS RELATIONSHIPS; COSTS AND BENEFITS; CUMULATIVE DISTRIBUTION; DENSITY ESTIMATION METHODS; DIFFERENT MODES; DIRAC DISTRIBUTION; FLOATING CAR DATA; GAUSSIAN MIXTURES; MOBILE VEHICLE; PROBABILISTIC FRAMEWORK; ROAD NETWORK; SPATIAL TEMPORAL MODEL; SPECIFIC TIME; TIME WINDOWS; TIME-STAMP; TRAFFIC DENSITIES; TRANSPORTATION SYSTEM;

ESTIMATION; MOTOR TRANSPORTATION; PROBABILITY DISTRIBUTIONS; ROADS AND STREETS;

OPTIMIZATION;

EID: 83755168882     PISSN: 15502252     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/VETECF.2011.6093194     Document Type: Conference Paper

References (8)

1. D. W. Scott, Multivariate Density Estimation: Theory, Practice, and Visualization, John Wiley & Sons, 1992.
2. A. D. May, Traffic Flow Fundamentals, Prentice-Hall, 1997.
3. R. O. Duda, P. E. Hart, and D. G. Stork, Pattern Classification, John Wiley & Sons, 2001.
4. S. Boyd, and L. Vandenberghe, Convex Optimization, Cambridge University Press, 2004.
5. E. F. Nakamura, A. A. F. Loureiro, and A. C. Frery, "Information fusion for wireless sensor networks: Methods, models, and classifications," ACM Computing Survey, vol. 39, no. 3, September 2007.
6. U. D. Hanebeck and V. Klumpp, "Localized Cumulative Distributions and a multivariate generalization of the Cramer-von Mises distance," 2008 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, pp. 33-39, August 2008.
7. P. Krauthausen and U. D. Hanebeck, "Regularized non-parametric multivariate density and conditional density estimation," 2010 IEEE Conference on Multisensor Fusion and Integration for Intelligent Systems, pp. 180-186, September 2010.
8. A. Simroth and H. Zahle, "Travel Time Prediction Using Floating Car Data Applied to Logistics Planning," IEEE Transactions on Intelligent Transportation Systems, vol. 12, no. 1, pp. 243-253, March 2011.