activity
20162021
most citedRadio-based Traffic Flow Detection and Vehicle Classification for Future Smart Cities

45 citations · 67 across the 6 of their papers we have counts for

collaborators

6 papers

eess.SP2021

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…

eess.SP2018★ 8 cited

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…

cs.NI2018

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…

cs.NI2018★ 45 cited

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…

cs.NI2018★ 5 cited

A Radio-fingerprinting-based Vehicle Classification System for Intelligent Traffic Control in Smart Cities

Benjamin Sliwa, Marcus Haferkamp, Manar Al-Askary +2

The measurement and provision of precise and upto-date traffic-related key performance indicators is a key element and crucial factor for intelligent traffic controls systems in up…

cs.NI2016★ 9 cited

Payload-Size and Deadline-Aware Scheduling for Time-critical Cyber Physical Systems

Marcus Haferkamp, Benjamin Sliwa, Christoph Ide +1

Compared to former mobile networks, Long Term Evolution (LTE) offers higher transfer speeds, significantly lower latencies and a widespread availability, qualifying LTE for a wide…