Feigl, Tobias
- Indoor Localization with Robust Global Channel Charting: A Time-Distance-Based Approach
2022/10/07 by Maximilian Stahlke, Stahlke, Maximilian, George Yammine +7 · 5 citations
Engineering · Computer Science · #Indoor and Outdoor Localization Technologies #Speech and Audio Processing #Target Tracking and Data Fusion in Sensor Networks
- Radio Foundation Models: Pre-training Transformers for 5G-based Indoor Localization
2024/10/01 by Jonathan Ott, Jonas Pirkl, Ott, Jonathan +7 · 5 citations
Engineering · #Indoor and Outdoor Localization Technologies
- Velocity-Based Channel Charting with Spatial Distribution Map Matching
2023/11/14 by Stahlke, Maximilian, Yammine, George, Feigl, Tobias +2 · 2 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Evaluating ML Robustness in GNSS Interference Classification, Characterization & Localization
2024/09/23 by Lucas Heublein, Heublein, Lucas, Tobias Feigl +9 · 4 citations
Engineering · #82-11 #94-05 #Artificial Intelligence (cs.AI) #E.0 #FOS: Computer and information sciences #GNSS positioning and interference #I.2.0 #I.5.1 #I.5.4 #Indoor and Outdoor Localization Technologies
- Achieving Generalization in Orchestrating GNSS Interference Monitoring Stations Through Pseudo-Labeling
2024/10/03 by Lucas Heublein, Tobias Feigl, Heublein, Lucas +5 · 3 citations
Engineering · #82-11 #94-05 #Artificial Intelligence (cs.AI) #E.0 #FOS: Computer and information sciences #FOS: Electrical engineering #GNSS positioning and interference #I.2.0 #I.5.1 #I.5.4 #Indoor and Outdoor Localization Technologies #Inertial Sensor and Navigation #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Federated Learning with MMD-based Early Stopping for Adaptive GNSS Interference Classification
2024/10/21 by Gaikwad, Nishant S., Lucas Heublein, Heublein, Lucas +8 · 2 citations
Computer Science · Engineering · #62P30 #68T05 #68T30 #68T37 #Distributed #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #G.3 #GNSS positioning and interference #I.2.4 #I.2.6 #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)