A particle filter for freeway traffic estimation

Abstract

This paper considers the traffic flow estimation problem for the purposes of on-line traffic prediction, mode detection and ramp-metering control. The solution to the estimation problem is given within the Bayesian recursive framework. A particle filter (PF) is developed based on a freeway traffic model with aggregated states and an observation model with… (More)

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Citations per Year

Citation Velocity: 7

Averaging 7 citations per year over the last 3 years.

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