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Benjamin Sliwa
Benjamin Sliwa
Dr.-Ing. | Senior Software Engineer | Volkswagen Infotainment GmbH
Email verificata su tu-dortmund.de
Titolo
Citata da
Citata da
Anno
6G white paper on machine learning in wireless communication networks
S Ali, W Saad, N Rajatheva, K Chang, D Steinbach, B Sliwa, C Wietfeld, ...
arXiv preprint arXiv:2004.13875, 2020
2082020
Deep learning-based signal strength prediction using geographical images and expert knowledge
J Thrane, B Sliwa, C Wietfeld, HL Christiansen
GLOBECOM 2020-2020 IEEE Global Communications Conference, 1-6, 2020
662020
Towards cooperative data rate prediction for future mobile and vehicular 6G networks
B Sliwa, R Falkenberg, C Wietfeld
2020 2nd 6G Wireless Summit (6G SUMMIT), 1-5, 2020
562020
Boosting Vehicle-to-Cloud Communication by Machine Learning-Enabled Context Prediction
B Sliwa, R Falkenberg, T Liebig, N Piatkowski, C Wietfeld
IEEE Transactions on Intelligent Transportation Systems, 2019
502019
White Paper on Machine Learning in 6G Wireless Communication Networks: 6G Research Visions, No. 7, 2020
A Samad, W Saad, R Nandana, C Kapseok, D Steinbach, B Sliwa, ...
University of Oulu, 2020
472020
Car-to-cloud communication traffic analysis based on the common vehicle information model
J Pillmann, B Sliwa, J Schmutzler, C Ide, C Wietfeld
2017 IEEE 85th Vehicular Technology Conference (VTC Spring), 1-5, 2017
472017
LIMITS: Lightweight machine learning for IoT systems with resource limitations
B Sliwa, N Piatkowski, C Wietfeld
ICC 2020-2020 IEEE International Conference on Communications (ICC), 1-7, 2020
452020
Adapting a cellular automata model to describe heterogeneous traffic with human-driven, automated, and communicating automated vehicles
T Vranken, B Sliwa, C Wietfeld, M Schreckenberg
Physica A: Statistical Mechanics and its Applications 570, 125792, 2021
432021
Radio-based traffic flow detection and vehicle classification for future smart cities
M Haferkamp, M Al-Askary, D Dorn, B Sliwa, L Habel, M Schreckenberg, ...
2017 IEEE 85th Vehicular Technology Conference (VTC Spring), 1-5, 2017
422017
Machine learning based uplink transmission power prediction for LTE and upcoming 5G networks using passive downlink indicators
R Falkenberg, B Sliwa, N Piatkowski, C Wietfeld
2018 IEEE 88th Vehicular Technology Conference (VTC-Fall), 1-7, 2018
412018
The channel as a traffic sensor: Vehicle detection and classification based on radio fingerprinting
B Sliwa, N Piatkowski, C Wietfeld
IEEE Internet of Things Journal 7 (8), 7392-7406, 2020
392020
PARRoT: Predictive ad-hoc routing fueled by reinforcement learning and trajectory knowledge
B Sliwa, C Schüler, M Patchou, C Wietfeld
2021 IEEE 93rd Vehicular Technology Conference (VTC2021-Spring), 1-7, 2021
372021
Efficient machine-type communication using multi-metric context-awareness for cars used as mobile sensors in upcoming 5G networks
B Sliwa, T Liebig, R Falkenberg, J Pillmann, C Wietfeld
2018 IEEE 87th Vehicular Technology Conference (VTC Spring), 1-6, 2018
352018
BAT Mobile: Leveraging Mobility Control Knowledge for Efficient Routing in Mobile Robotic Networks
B Sliwa, D Behnke, C Ide, C Wietfeld
IEEE GLOBECOM 2016 Workshop on Wireless Networking, Control and Positioning …, 2016
322016
Machine learning based context-predictive car-to-cloud communication using multi-layer connectivity maps for upcoming 5G networks
B Sliwa, R Falkenberg, T Liebig, J Pillmann, C Wietfeld
2018 IEEE 88th Vehicular Technology Conference (VTC-Fall), 1-7, 2018
312018
Client-based intelligence for resource efficient vehicular big data transfer in future 6G networks
B Sliwa, R Adam, C Wietfeld
IEEE Transactions on Vehicular Technology 70 (6), 5332-5346, 2021
292021
Empirical analysis of client-based network quality prediction in vehicular multi-MNO networks
B Sliwa, C Wietfeld
2019 IEEE 90th Vehicular Technology Conference (VTC2019-Fall), 1-7, 2019
252019
Lightweight simulation of hybrid aerial-and ground-based vehicular communication networks
B Sliwa, M Patchou, C Wietfeld
2019 IEEE 90th Vehicular Technology Conference (VTC2019-Fall), 1-7, 2019
242019
Data-driven network simulation for performance analysis of anticipatory vehicular communication systems
B Sliwa, C Wietfeld
IEEE Access 7, 172638-172653, 2019
232019
Performance evaluation and optimization of batman v routing for aerial and ground-based mobile ad-hoc networks
B Sliwa, S Falten, C Wietfeld
2019 IEEE 89th vehicular technology conference (vtc2019-spring), 1-7, 2019
232019
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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