Daniel Fabian Külzer

14 papers B 4Journal 3Unranked 7
YearRankTypeTitle / Venue / Authors
2023 — conf
Berlin V2X: A Machine Learning Dataset from Multiple Vehicles and Radio Access Technologies.
VTC2023-Spring
Rodrigo Hernangómez, Philipp Geuer, Alexandros Palaios, Daniel Schäufele, Cara Watermann, Khawla Taleb-Bouhemadi, Mohammad Parvini, Anton Krause, Sanket Partani, Christian Vielhaus, Martin Kasparick, Daniel Fabian Külzer, Friedrich Burmeister, Frank H. P. Fitzek, Hans D. Schotten, Gerhard P. Fettweis, Slawomir Stanczak
2023 — conf
Estimating Link Capacity with Uncertainty Bounds in Cellular Networks.
BlackSeaCom
Christian L. Vielhaus, Osel Lhamo, Johannes V. S. Busch, Justus Rischke, Vincent Latzko, Sandra Zimmermann, Peter Sossalla, Daniel Fabian Külzer, Frank H. P. Fitzek
2023 J jnl
Machine Learning for QoS Prediction in Vehicular Communication: Challenges and Solution Approaches.
IEEE Access
Alexandros Palaios, Christian L. Vielhaus, Daniel Fabian Külzer, Cara Watermann, Rodrigo Hernangómez, Sanket Partani, Philipp Geuer, Anton Krause, Raja Sattiraju, Martin Kasparick, Gerhard P. Fettweis, Frank H. P. Fitzek, Hans D. Schotten, Slawomir Stanczak
2023 J jnl
The Story of QoS Prediction in Vehicular Communication: From Radio Environment Statistics to Network-Access Throughput Prediction.
CoRR
Alexandros Palaios, Christian L. Vielhaus, Daniel Fabian Külzer, Cara Watermann, Rodrigo Hernangómez, Sanket Partani, Philipp Geuer, Anton Krause, Raja Sattiraju, Martin Kasparick, Gerhard P. Fettweis, Frank H. P. Fitzek, Hans D. Schotten, Slawomir Stanczak
2022 J jnl
Berlin V2X: A Machine Learning Dataset from Multiple Vehicles and Radio Access Technologies.
CoRR
Rodrigo Hernangómez, Philipp Geuer, Alexandros Palaios, Daniel Schäufele, Cara Watermann, Khawla Taleb-Bouhemadi, Mohammad Parvini, Anton Krause, Sanket Partani, Christian Vielhaus, Martin Kasparick, Daniel Fabian Külzer, Friedrich Burmeister, Slawomir Stanczak, Gerhard P. Fettweis, Hans D. Schotten, Frank H. P. Fitzek
2022 — conf
Handover Predictions as an Enabler for Anticipatory Service Adaptations in Next-Generation Cellular Networks.
MobiWac
Christian L. Vielhaus, Johannes V. S. Busch, Philipp Geuer, Alexandros Palaios, Justus Rischke, Daniel Fabian Külzer, Vincent Latzko, Frank H. P. Fitzek
2021 — conf
AI4Mobile: Use Cases and Challenges of AI-based QoS Prediction for High-Mobility Scenarios.
VTC Spring
Daniel Fabian Külzer, Martin Kasparick, Alexandros Palaios, Raja Sattiraju, Oscar Dario Ramos-Cantor, Dennis Wieruch, Hugues Tchouankem, Fabian Göttsch, Philipp Geuer, Jens Schwardmann, Gerhard P. Fettweis, Hans D. Schotten, Slawomir Stanczak
2021 B conf
CDI Maps: Dynamic Estimation of the Radio Environment for Predictive Resource Allocation.
PIMRC
Daniel Fabian Külzer, Slawomir Stanczak, Mladen Botsov
2021 — conf
Effect of Spatial, Temporal and Network Features on Uplink and Downlink Throughput Prediction.
5GWF
Alexandros Palaios, Christian Vielhaus, Daniel Fabian Külzer, Philipp Geuer, Raja Sattiraju, Jochen Fink, Martin Kasparick, Cara Watermann, Gerhard P. Fettweis, Frank H. P. Fitzek, Hans D. Schotten, Slawomir Stanczak
2021 — conf
Interference-Aware Distributed Predictive Resource Allocation for Automotive Applications.
ISWCS
Daniel Fabian Külzer, Slawomir Stanczak, Mladen Botsov
2021 B conf
Network under Control: Multi-Vehicle E2E Measurements for AI-based QoS Prediction.
PIMRC
Alexandros Palaios, Philipp Geuer, Jochen Fink, Daniel Fabian Külzer, Fabian Göttsch, Martin Kasparick, Daniel Schäufele, Rodrigo Hernangómez, Sanket Partani, Raja Sattiraju, Atul Kumar, Friedrich Burmeister, Andreas Weinand, Christian Vielhaus, Frank H. P. Fitzek, Gerhard P. Fettweis, Hans D. Schotten, Slawomir Stanczak
2021 — conf
On Latency Prediction with Deep Learning and Passive Probing at High Mobility.
ICC
Daniel Fabian Külzer, Firas Debbichi, Slawomir Stanczak, Mladen Botsov
2020 B conf
Novel QoS Control Framework for Automotive Safety-Related and Infotainment Services.
WCNC
Daniel Fabian Külzer, Slawomir Stanczak, Mladen Botsov
2020 B conf
Predictive Resource Allocation for Automotive Applications Using Interference Calculus.
GLOBECOM
Daniel Fabian Külzer, Slawomir Stanczak, Renato L. G. Cavalcante, Mladen Botsov