| A landing spot approach for enhancing the performance of UAV-aided wireless networks R Gangula, D Gesbert, DF Külzer, JM Franceschi 2018 IEEE International Conference on Communications Workshops (ICC …, 2018 | 24 | 2018 |
| Network under control: Multi-vehicle E2E measurements for AI-based QoS prediction A Palaios, P Geuer, J Fink, DF Külzer, F Göttsch, M Kasparick, ... 2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile …, 2021 | 21 | 2021 |
| Berlin V2X: A machine learning dataset from multiple vehicles and radio access technologies R Hernangómez, P Geuer, A Palaios, D Schäufele, C Watermann, ... 2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring), 1-5, 2023 | 18 | 2023 |
| AI4Mobile: Use cases and challenges of AI-based QoS prediction for high-mobility scenarios DF Külzer, M Kasparick, A Palaios, R Sattiraju, OD Ramos-Cantor, ... 2021 IEEE 93rd Vehicular Technology Conference (VTC2021-Spring), 1-7, 2021 | 16 | 2021 |
| Effect of spatial, temporal and network features on uplink and downlink throughput prediction A Palaios, C Vielhaus, DF Külzer, P Geuer, R Sattiraju, J Fink, ... 2021 IEEE 4th 5G World Forum (5GWF), 418-423, 2021 | 15 | 2021 |
| On latency prediction with deep learning and passive probing at high mobility DF Külzer, F Debbichi, S Stańczak, M Botsov ICC 2021-IEEE International Conference on Communications, 1-7, 2021 | 13 | 2021 |
| Machine learning for QoS prediction in vehicular communication: Challenges and solution approaches A Palaios, CL Vielhaus, DF Külzer, C Watermann, R Hernangómez, ... IEEE Access 11, 92459-92477, 2023 | 12* | 2023 |
| Cdi maps: Dynamic estimation of the radio environment for predictive resource allocation DF Külzer, S Stańczak, M Botsov 2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile …, 2021 | 9 | 2021 |
| Novel QoS control framework for automotive safety-related and infotainment services DF Külzer, S Stańczak, M Botsov 2020 IEEE Wireless Communications and Networking Conference (WCNC), 1-7, 2020 | 7 | 2020 |
| Handover Predictions as an Enabler for Anticipatory Service Adaptations in Next-Generation Cellular Networks CL Vielhaus, JVS Busch, P Geuer, A Palaios, J Rischke, DF Külzer, ... Proceedings of the 20th ACM International Symposium on Mobility Management …, 2022 | 6 | 2022 |
| Berlin v2x R Hernangomez, P Geuer, A Palaios, D Schäufele, C Watermann, ... IEEE Dataport, 2022 | 6 | 2022 |
| Predictive resource allocation for automotive applications using Interference Calculus DF Külzer, S Stańczak, RLG Cavalcante, M Botsov GLOBECOM 2020-2020 IEEE Global Communications Conference, 1-7, 2020 | 3 | 2020 |
| Domain Reconstruction for UWB Car Key Localization Using Generative Adversarial Networks A Kuvshinov, D Knobloch, D Külzer, E Vardanyan, S Günnemann Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 12552 …, 2022 | 1 | 2022 |
| Method for Creating a Prioritization of Communications in an Environment S Diewald, D Kuelzer, A Mourad US Patent App. 18/517,093, 2024 | | 2024 |
| Quality of service provisioning optimization for coexisting services in vehicular communications via anticipatory networking DF Külzer | | 2024 |
| Estimating Link Capacity with Uncertainty Bounds in Cellular Networks CL Vielhaus, O Lhamo, JVS Busch, J Rischke, V Latzko, S Zimmermann, ... 2023 IEEE International Black Sea Conference on Communications and …, 2023 | | 2023 |
| Method and system for accessing a functionality of a vehicle via a mobile device T Knott, D Knobloch, D Kuelzer, A Mourad US Patent App. 17/644,133, 2023 | | 2023 |
| Interference-Aware Distributed Predictive Resource Allocation for Automotive Applications DF Külzer, S Stańczak, M Botsov 2021 17th International Symposium on Wireless Communication Systems (ISWCS), 1-6, 2021 | | 2021 |
