… weather conditions), parameter estimation is also considered. We … filter and the unscented
Kalman filter for state estimation, parameter estimation, joint estimation and dual estimation. …

… design of freeway traffic state estimator has been developed in this paper based on the
extended Kalman filter … have been conducted to test the estimator performance. The investigation …

… a freeway traffic state estimator with regard to its tracking capability; the significance of online
model parameter estimation; … model parameter estimation; the impact of biased traffic flow …

… freeway traffic state estimator, … estimation of complete traffic state in freeway stretches or
networks is based on stochastic macroscopic traffic flow modeling and extended Kalman filtering…

… real-time nonlinear freeway traffic state estimator are presented … real-time adaptive estimation
of complete traffic state in freeway … traffic flow modeling and extended Kalman filtering. One …

… configurations. We also present an alternative estimation methodology in which traffic state
estimation … , “A comparison of filter configurations for freeway traffic state estimation,” in Proc. …

… state of the traffic network concerns the State Estimation field. Vehicular traffic state estimation
for a freeway network amounts to estimate the value of the traffic state variables with the …

… for traffic state estimation is the extended Kalman filter , which has been applied in … traffic
state estimation scheme for a freeway stretch in which there is one observer per freeway link, as …

… traffic states must be estimated using the available data. In this paper, we design and implement
a traffic state estimator … filter [2] and demonstrate the effectiveness and efficiency of the …

… accuracy in a freeway traffic state estimation example was found, … of traffic but is also more
complex than the Kalman Filters. In [… filter. Because the goal of this paper is to enable real-time …