Research Article

Identifying the Indoor Space Characteristics of an Urban Railway Station Based on Pedestrian Trajectory Data

Table 2

Descriptions of feature vector by clusters and the meaning of the range of feature vector values.

ClusterSum of the trajectory pointAverage speedStd. direction angle
(# of point/m2, 1-hour)(m/s)(degree2)

11171.3124
23771.2087
33811.08142
414881.2053
523791.00146
632831.1351

Feature vectorHigh valueLow value

Sum of the trajectory pointHigh frequency to useLow frequency to use
Average speedGood mobilityPoor mobility
Std. direction angleMore conflictsLess conflicts
(or less comfortability)(or more comfortability)