164 citations · 288 across the 23 of their papers we have counts for
15 papers · 1 filter
Exploiting Map Topology Knowledge for Context-predictive Multi-interface Car-to-cloud Communication
Benjamin Sliwa, Johannes Pillmann, Maximilian Klaß +1
While the automotive industry is currently facing a contest among different communication technologies and paradigms about predominance in the connected vehicles sector, the divers…
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…
Performance Analysis of Unsupervised LTE Device-to-Device (D2D) Communication
Fabian Eckermann, Julian Freudenthal, Christian Wietfeld
Cellular network technology based device-to-device communication attracts increasing attention for use cases such as the control of autonomous vehicles on the ground and in the air…
Machine learning based context-predictive car-to-cloud communication using multi-layer connectivity maps for upcoming 5G networks
Benjamin Sliwa, Thomas Liebig, Robert Falkenberg +2
While cars were only considered as means of personal transportation for a long time, they are currently transcending to mobile sensor nodes that gather highly up-to-date informatio…
Machine Learning Based Uplink Transmission Power Prediction for LTE and Upcoming 5G Networks using Passive Downlink Indicators
Robert Falkenberg, Benjamin Sliwa, Nico Piatkowski +1
Energy-aware system design is an important optimization task for static and mobile Internet of Things (IoT)-based sensor nodes, especially for highly resource-constrained vehicles…