Short Term Traffic Flow Prediction with Particle Methods in the Presence of Sparse Data
暂无分享,去创建一个
[1] Neil J. Gordon,et al. A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking , 2002, IEEE Trans. Signal Process..
[2] Chris Bachmann,et al. A comparative assessment of multi-sensor data fusion techniques for freeway traffic speed estimation using microsimulation modeling , 2013 .
[3] Lyudmila Mihaylova,et al. Traffic state estimation via a particle filter with compressive sensing and historical traffic data , 2016, 2016 19th International Conference on Information Fusion (FUSION).
[4] Li Li,et al. Missing traffic data: comparison of imputation methods , 2014 .
[5] Serge P. Hoogendoorn,et al. Generic gas-kinetic traffic systems modeling with applications to vehicular traffic flow , 2001 .
[6] R. E. Kalman,et al. A New Approach to Linear Filtering and Prediction Problems , 2002 .
[7] Carlos F. Daganzo,et al. Fundamentals of Transportation and Traffic Operations , 1997 .
[8] Margaret A. Oliver,et al. A tutorial guide to geostatistics: Computing and modelling variograms and kriging , 2014 .
[9] L. A. Pipes. An Operational Analysis of Traffic Dynamics , 1953 .
[10] H. C. Dickinson,et al. THE PHOTOGRAPHIC METHOD OF STUDYING TRAFFIC BEHAVIOR , 1934 .
[11] Serge P. Hoogendoorn,et al. State-of-the-art of vehicular traffic flow modelling , 2001 .
[12] Huapu Lu,et al. Big Data-Driven Based Real-Time Traffic Flow State Identification and Prediction , 2015 .
[13] Andreas Hegyi,et al. Freeway traffic estimation within particle filtering framework , 2007, Autom..
[14] Markos Papageorgiou,et al. METANET: A MACROSCOPIC SIMULATION PROGRAM FOR MOTORWAY NETWORKS , 1990 .
[15] René Boel,et al. A compositional stochastic model for real time freeway traffic simulation , 2006 .
[16] Carlos Canudas de Wit,et al. Travel time forecasting from clustered time series via optimal fusion strategy , 2016, 2016 European Control Conference (ECC).
[17] Yanru Zhang,et al. A Comparative Study of Three Multivariate Short-Term Freeway Traffic Flow Forecasting Methods With Missing Data , 2016, J. Intell. Transp. Syst..
[18] Qingquan Li,et al. An improved distance metric for the interpolation of link-based traffic data using kriging: a case study of a large-scale urban road network , 2012, Int. J. Geogr. Inf. Sci..
[19] Kara M. Kockelman,et al. Forecasting Network Data , 2009 .
[20] A. R. Cook,et al. ANALYSIS OF FREEWAY TRAFFIC TIME-SERIES DATA BY USING BOX-JENKINS TECHNIQUES , 1979 .
[21] Alexandre M. Bayen,et al. Traffic state estimation on highway: A comprehensive survey , 2017, Annu. Rev. Control..
[22] Hugh F. Durrant-Whyte,et al. A new method for the nonlinear transformation of means and covariances in filters and estimators , 2000, IEEE Trans. Autom. Control..
[23] Jeffrey K. Uhlmann,et al. New extension of the Kalman filter to nonlinear systems , 1997, Defense, Security, and Sensing.
[24] C. Daganzo. THE CELL TRANSMISSION MODEL.. , 1994 .
[25] D. Krige. A statistical approach to some basic mine valuation problems on the Witwatersrand, by D.G. Krige, published in the Journal, December 1951 : introduction by the author , 1951 .
[26] W. Murray. FORECASTING NETWORK DATA : SPATIAL INTERPOLATION OF TRAFFIC COUNTS USING TEXAS DATA , 2008 .
[27] P. G. Gipps,et al. A behavioural car-following model for computer simulation , 1981 .
[28] T. Başar,et al. A New Approach to Linear Filtering and Prediction Problems , 2001 .