Lukas Eller

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 12

Top Topics

User Friendliness

Gaussian Process Regression

Mobile Networks

Top Venues

Publications

Lukas Eller, Philipp Svoboda, Markus Rupp
A Differentiable Throughput Model for Load-Aware Cellular Network Optimization Through Gradient Descent. IEEE Access 12 (2024)
David Löschenbrand, Markus Hofer, Lukas Eller, Markus Rupp, Thomas Zemen
Machine Learning-Based Channel Prediction for Widely Distributed Massive MIMO with Real-World Data. ACSSC (2023)
Sonja Tripkovic, Lukas Eller, Philipp Svoboda, Markus Rupp
Unbiased Benchmarking in Mobile Networks: The Role of Sampling and Stratification. IEEE Access 11 (2023)
Lukas Eller, Vaclav Raida, Philipp Svoboda, Markus Rupp
Localizing Basestations From End-User Timing Advance Measurements. IEEE Access 10 (2022)
Lukas Eller, Philipp Svoboda, Markus Rupp
A Deep Learning Network Planner: Propagation Modeling Using Real-World Measurements and a 3D City Model. IEEE Access 10 (2022)
Lukas Eller, Vaclav Raida, Philipp Svoboda, Markus Rupp
Countrywide Basestation Localization with Timing Advance Measurements from Crowdsourcing. VTC Spring (2022)
Lukas Eller, Philipp Svoboda, Markus Rupp
Unveiling Cellular Antenna Orientations from Large Crowdsourced Datasets: A Deep Learning Approach. WiMob (2022)
Lukas Eller, Philipp Svoboda, Markus Rupp
Propagation-aware Gaussian Process Regression for Signal-Strength Interpolation along Street Canyons. VTC Spring (2021)
Lukas Eller, Philipp Svoboda, Markus Rupp
Bayesian Inference of Sector Orientation in LTE Networks based on End-User Measurements. VTC Fall (2021)
Lukas Eller, Philipp Svoboda, Markus Rupp
Semi-Supervised Detection of Tariff Limits in LTE Network Benchmarks. VTC Spring (2020)
Miriam Leopoldseder, Philipp Svoboda, Lukas Eller, Markus Rupp
Benchmarking Lightweight User Mobility Predictors on Operational WLAN Data. VTC Fall (2019)
Lukas Eller, Lydia C. Siafara, Thilo Sauter
Adaptive control for building energy management using reinforcement learning. ICIT (2018)