In every country, public transit is an essential for city managers. It is intended that the community will have inexpensive, safe, and convenient transportation for getting about. On the other hand, the development of Internet of Vehicles technology presents an opportunity to design a public transport management system. The shift to electric cars and the existing transportation management system provide the perfect conditions for the development of Internet of cars technologies. Inadequate communication infrastructure makes implementation difficult. A detailed analysis is necessary to set up the enabling infrastructure for optimal growth. To simulate the infrastructure and evaluate its service quality, utilize MATLAB’s Communication Toolbox. Finding the service quality level to determine the least amount of communication infrastructure needed to enable an IoV in public transport is the aim of this study and simulation.