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One of the goals of Advanced Driver Assistance Systems (ADASs) is to identify the role of a vehicle in a scene even without Global Positioning System (GPS) information. Some researches solve the problem by implementing different kinematic models for the vehicle along with a mechanism to decide the most suitable model at the current instant. In this work, a Fuzzy Rule Based Classification System (FRBCS)...