33rd IEEE Conference on Signal Processing and Communications Applications, SIU 2025, İstanbul, Turkey, 25 - 28 June 2025, (Full Text)
The management of electric vehicle (EV) fleets requires fast, reliable, and scalable processing and analysis of collected data. However, large-scale data flow can lead to high bandwidth usage and delays in communication systems. In this study, a communication structure is designed where sensor data obtained from EVs is pre-processed and transmitted to the central system more efficiently. This structure facilitates the integration of both real vehicle data and simulation-generated data with the central middleware system. Performance tests indicate that the system achieved improved data transmission speed and reduced data loss rate to approximately 0.02%.