Traffic Data Simulator

摘要

In one embodiment, traffic data that originates from sensors, cameras, or observations is analyzed. The traffic data is associated with multiple repeating time epochs or intervals. The traffic data is divided into clusters using a clustering technique. The clustering technique may include clusters of variable sizes. Each of the clusters is analyzed to calculate statistical parameters including but not limited to an average value for one or more clusters and a standard deviation value for one or more clusters. In response to a request for traffic data, simulated traffic data may be generated by providing the average value and the standard deviation value for one or more of the clusters.

主权项

1. A method comprising:
receiving traffic data associated with multiple repeating time epochs; dividing the traffic data into a plurality of clusters; calculating, by a processor, an average value and a standard deviation value for each of the plurality of clusters; receiving a request for traffic data; and providing the average value and the standard deviation value for one or more of the plurality of clusters in response to the request for traffic data.