Daniel Fabian Külzer

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 13

Top Topics

Resource Allocation

Combinatorial Auctions

Machine Learning

Cellular Networks

Top Venues

Publications

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
The Story of QoS Prediction in Vehicular Communication: From Radio Environment Statistics to Network-Access Throughput Prediction. CoRR (2023)
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
Machine Learning for QoS Prediction in Vehicular Communication: Challenges and Solution Approaches. IEEE Access 11 (2023)
Christian L. Vielhaus, Osel Lhamo, Johannes V. S. Busch, Justus Rischke, Vincent Latzko, Sandra Zimmermann, Peter Sossalla, Daniel Fabian Külzer, Frank H. P. Fitzek
Estimating Link Capacity with Uncertainty Bounds in Cellular Networks. BlackSeaCom (2023)
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
Berlin V2X: A Machine Learning Dataset from Multiple Vehicles and Radio Access Technologies. CoRR (2022)
Christian L. Vielhaus, Johannes V. S. Busch, Philipp Geuer, Alexandros Palaios, Justus Rischke, Daniel Fabian Külzer, Vincent Latzko, Frank H. P. Fitzek
Handover Predictions as an Enabler for Anticipatory Service Adaptations in Next-Generation Cellular Networks. MobiWac (2022)
Daniel Fabian Külzer, Slawomir Stanczak, Mladen Botsov
CDI Maps: Dynamic Estimation of the Radio Environment for Predictive Resource Allocation. PIMRC (2021)
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
Network under Control: Multi-Vehicle E2E Measurements for AI-based QoS Prediction. PIMRC (2021)
Daniel Fabian Külzer, Slawomir Stanczak, Mladen Botsov
Interference-Aware Distributed Predictive Resource Allocation for Automotive Applications. ISWCS (2021)
Daniel Fabian Külzer, Firas Debbichi, Slawomir Stanczak, Mladen Botsov
On Latency Prediction with Deep Learning and Passive Probing at High Mobility. ICC (2021)
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
Effect of Spatial, Temporal and Network Features on Uplink and Downlink Throughput Prediction. 5GWF (2021)
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
AI4Mobile: Use Cases and Challenges of AI-based QoS Prediction for High-Mobility Scenarios. VTC Spring (2021)
Daniel Fabian Külzer, Slawomir Stanczak, Mladen Botsov
Novel QoS Control Framework for Automotive Safety-Related and Infotainment Services. WCNC (2020)
Daniel Fabian Külzer, Slawomir Stanczak, Renato L. G. Cavalcante, Mladen Botsov
Predictive Resource Allocation for Automotive Applications Using Interference Calculus. GLOBECOM (2020)