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A vehicle-to-vehicle (V2V) and vehicle roadside wireless communication network is vehicular ad-hoc network (VANET) which is a unique mobile ad-hoc network. VANET is an independent network which can organize by itself as both servers and clients for exchanging and sharing information. In multi-fleet system, this acts as a mode of internal communication in sharing information between themselves. This work involves proposals for multi-fleet vehicles using VANET for integrating Wireless Sensor Networks. This is particularly used in sensors that are utilized in determining the fuel pilfering with the other vehicles. Due to frequent change in location and separation, it is hard to plan an effective routing protocol to route data between vehicles which is otherwise called V2V communication and Vehicle to road side Infrastructure. A delay tolerant network based clustering is used in enhancing the quality of service for …