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Probabilities of pedestrian being constrained is analyzed, and based on the improved Kaplan-Meier method, the method to estimate pedestrian free speed is described in this paper. An application on pedestrian data from large-scale investigation shows that pedestrian free speeds fit into normal distribution. The model could be applied in the operating speed design and traffic simulation.
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