4 papers
A Low Cost Modular Radio Tomography System for Bicycle and Vehicle Detection and Classification
Marcus Haferkamp, Benjamin Sliwa, Christian Wietfeld
The advancing deployment of ubiquitous Internet of Things (IoT)-powered vehicle detection and classification systems will successively turn the existing road infrastructure into a…
Leveraging the Channel as a Sensor: Real-time Vehicle Classification Using Multidimensional Radio-fingerprinting
Benjamin Sliwa, Nico Piatkowski, Marcus Haferkamp +2
Upcoming Intelligent Transportation Systems (ITSs) will transform roads from static resources to dynamic Cyber Physical Systems (CPSs) in order to satisfy the requirements of futur…
Payload-size and Deadline-aware Scheduling for Upcoming 5G Networks: Experimental Validation in High-load Scenarios
Stefan Monhof, Marcus Haferkamp, Benjamin Sliwa +1
High data rates, low latencies, and a widespread availability are the key properties why current cellular network technologies are used for many different applications. However, th…
Radio-based Traffic Flow Detection and Vehicle Classification for Future Smart Cities
Marcus Haferkamp, Manar Al-Askary, Dennis Dorn +4
Intelligent Transportation Systems (ITSs) providing vehicle-related statistical data are one of the key components for future smart cities. In this context, knowledge about the cur…