Dynamic prediction of traffic volume through Kalman filtering theory

A New Approach to Linear Filtering and Prediction Problems

R. E. Kalman · Journal of Basic Engineering · 1960 · 31K citations

Natural Sciences, Mathematics, Dynamical Systems +16

Proceedings of the IEEE Conference on Decision and Control

Andrey Smyshlyaev, Eduardo Cerpa, Miroslav Krstić · 2009 · 1.5K citations

Engineering, Computer Science, Electrical Engineering +12

ANALYSIS OF FREEWAY TRAFFIC TIME-SERIES DATA BY USING BOX-JENKINS TECHNIQUES

Mohammed S. Ahmed, A R Cook · Transportation Research Record Journal of the Transportation Research Board · 1979 · 760 citations

Engineering, Transportation Planning, Forecasting +16

On-Line Estimation of Traffic Densities from Time-Series of Flow and Speed Data

Denos C. Gazis, C. Knapp · Transportation Science · 1971 · 136 citations

Engineering, Civil Engineering, Time Series Analysis +15

The prediction of traffic flow volumes based on spectral analysis

H. Nicholson, C.D. Swann · Transportation Research · 1974 · 96 citations

Engineering, Data Science, Time Series Analysis +13