I. Introduction
In the railway transport, many train control systems are used and operated. The aim of this systems is to prevent accidents caused by trains which travel on the same route. Besides, these systems allow the trains to move safely from a station to another. The conventional signalling systems use track circuits and wayside signals for safe movement. These signals, which are similar to traffic light signals, are called Fixed Block Signaling. In this signaling, trains are divided into many blocks according to the train is in the block or not, the signals could be red, yellow or green. If the track circuit is occupied, the signal is red. If two track circuits are unoccupied, the signal is green. If a track circuit is unoccupied, the signal is yellow. In this system, it is not known where exactly the train is. That means the location of the train is not known certainly [1].