Daniel Fabian Külzer

According to our database, Daniel Fabian Külzer authored at least 15 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Berlin V2X.

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

Dataset, February, 2023

The Story of QoS Prediction in Vehicular Communication: From Radio Environment Statistics to Network-Access Throughput Prediction.

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

CoRR, 2023

Machine Learning for QoS Prediction in Vehicular Communication: Challenges and Solution Approaches.

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

IEEE Access, 2023

Berlin V2X: A Machine Learning Dataset from Multiple Vehicles and Radio Access Technologies.

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

Proceedings of the 97th IEEE Vehicular Technology Conference, 2023

Estimating Link Capacity with Uncertainty Bounds in Cellular Networks.

Christian L. Vielhaus, Osel Lhamo, Johannes V. S. Busch, Justus Rischke, Vincent Latzko, Sandra Zimmermann, Peter Sossalla, Daniel Fabian Külzer, Frank H. P. Fitzek

Proceedings of the IEEE International Black Sea Conference on Communications and Networking, 2023

2022

Handover Predictions as an Enabler for Anticipatory Service Adaptations in Next-Generation Cellular Networks.

Christian L. Vielhaus, Johannes V. S. Busch, Philipp Geuer, Alexandros Palaios, Justus Rischke, Daniel Fabian Külzer, Vincent Latzko, Frank H. P. Fitzek

Proceedings of the 20th ACM International Symposium on Mobility Management and Wireless Access on 20th ACM International Symposium on Mobility Management and Wireless Access, 2022

2021

AI4Mobile: Use Cases and Challenges of AI-based QoS Prediction for High-Mobility Scenarios.

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

Proceedings of the 93rd IEEE Vehicular Technology Conference, 2021

Network under Control: Multi-Vehicle E2E Measurements for AI-based QoS Prediction.

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

Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021

CDI Maps: Dynamic Estimation of the Radio Environment for Predictive Resource Allocation.

Daniel Fabian Külzer, Slawomir Stanczak, Mladen Botsov

Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021

Interference-Aware Distributed Predictive Resource Allocation for Automotive Applications.

Daniel Fabian Külzer, Slawomir Stanczak, Mladen Botsov

Proceedings of the 17th International Symposium on Wireless Communication Systems, 2021

On Latency Prediction with Deep Learning and Passive Probing at High Mobility.

Daniel Fabian Külzer, Firas Debbichi, Slawomir Stanczak, Mladen Botsov

Proceedings of the ICC 2021, 2021

Effect of Spatial, Temporal and Network Features on Uplink and Downlink Throughput Prediction.

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

Proceedings of the 4th IEEE 5G World Forum, 2021

2020

Novel QoS Control Framework for Automotive Safety-Related and Infotainment Services.

Daniel Fabian Külzer, Slawomir Stanczak, Mladen Botsov

Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

Predictive Resource Allocation for Automotive Applications Using Interference Calculus.

Daniel Fabian Külzer, Slawomir Stanczak, Renato L. G. Cavalcante, Mladen Botsov

Proceedings of the IEEE Global Communications Conference, 2020

2018

A Landing Spot Approach for Enhancing the Performance of UAV-Aided Wireless Networks.

Rajeev Gangula, David Gesbert, Daniel Fabian Kuelzer, Jose Miguel Franceschi

Proceedings of the 2018 IEEE International Conference on Communications Workshops, 2018