The Channel as a Traffic Sensor: Vehicle Detection and Classification based on Radio Fingerprinting

25 Mar 2020 Sliwa Benjamin Piatkowski Niko Wietfeld Christian

Ubiquitously deployed Internet of Things (IoT)- based automatic vehicle classification systems will catalyze data-driven traffic flow optimization in future smart cities and will transform the road infrastructure itself into a dynamically sensing Cyber-physical System (CPS). Although a wide range of different traffic sensing systems has been proposed, the existing solutions are not yet able to simultaneously satisfy the multitude of requirements, e.g., accuracy, robustness, cost-efficiency, and privacy preservation... (read more)

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  • NETWORKING AND INTERNET ARCHITECTURE
  • SIGNAL PROCESSING