Benjamin Sliwa

6G White Paper on Machine Learning in Wireless Communication Networks

Walid Saad, Nandana Rajatheva, Kapseok Chang et al. · arXiv (Cornell University) · 2020 · 94 citations · Full text

Computing, Computer Science, Machine Learning +11

Adapting a cellular automata model to describe heterogeneous traffic with human-driven, automated, and communicating automated vehicles

Tim Vranken, Benjamin Sliwa, Christian Wietfeld et al. · Physica A Statistical Mechanics and its Applications · 2021 · 61 citations

Engineering, Automotive Engineering, Autonomous Systems +15

Boosting Vehicle-to-Cloud Communication by Machine Learning-Enabled Context Prediction

Benjamin Sliwa, Robert Falkenberg, Thomas Liebig et al. · IEEE Transactions on Intelligent Transportation Systems · 2019 · 52 citations · Full text

Computing, Communication, Computer Systems +17

Radio-Based Traffic Flow Detection and Vehicle Classification for Future Smart Cities

Marcus Haferkamp, Manar Al-Askary, Dennis Dorn et al. · 2017 · 45 citations · Full text

Engineering, Computer Systems, Machine Learning +16

Machine Learning Based Uplink Transmission Power Prediction for LTE and Upcoming 5G Networks Using Passive Downlink Indicators

Robert Falkenberg, Benjamin Sliwa, Nico Piatkowski et al. · 2018 · 39 citations · Full text

Computing, Computer Science, Computer Systems +13