Mapping of GPS logs with typical transportation

Global Positioning System (GPS) which is a part of the Geographical Information System(GIS) is used for the efficient mapping of the traffic trajectories in the real world scenario.It uses GPS logs of roadways which is useful in the routing applications like Smart Maps. The historical GPS logs which is a collection of numerous GPS points are provided to find the landmark graph. Beyond that the live traffic is also considered in order to know the current traffic conditions for the smart maps. Based on the landmark graph & the routing techniques & algorithms which uses the variance based clustering techniques & entropy based clustering techniques that is used to build & also to evaluate the system to find the routing patterns in urban areas. Finally, the road patterns are segmented based on the real world GPS trajectories and an optimal route is evaluated based on the landmark graph and live traffic information. This pattern is used for predicting the real time traffic of the future time. This system proposes to provide the travelling time, distance & a central point of the available number of trajectories between every source & destination in order of predicting an optimal route.