NLOS detection using UWB channel impulse responses and convolutional neural networks M Stahlke, S Kram, C Mutschler, T Mahr 2020 International Conference on Localization and GNSS (ICL-GNSS), 1-6, 2020 | 74 | 2020 |
Off-line evaluation of indoor positioning systems in different scenarios: The experiences from IPIN 2020 competition F Potortì, J Torres-Sospedra, D Quezada-Gaibor, AR Jiménez, F Seco, ... IEEE Sensors Journal 22 (6), 5011-5054, 2021 | 59 | 2021 |
UWB channel impulse responses for positioning in complex environments: A detailed feature analysis S Kram, M Stahlke, T Feigl, J Seitz, J Thielecke Sensors 19 (24), 5547, 2019 | 39 | 2019 |
Estimating TOA reliability with variational autoencoders M Stahlke, S Kram, F Ott, T Feigl, C Mutschler IEEE Sensors Journal 22 (6), 5133-5140, 2021 | 30 | 2021 |
Transfer learning to adapt 5G AI-based fingerprint localization across environments M Stahlke, T Feigl, MHC García, RA Stirling-Gallacher, J Seitz, ... 2022 IEEE 95th Vehicular Technology Conference:(VTC2022-Spring), 1-5, 2022 | 25 | 2022 |
Indoor Localization with Robust Global Channel Charting: A Time-Distance-Based Approach M Stahlke, G Yammine, T Feigl, BM Eskofier, C Mutschler IEEE Transactions on Machine Learning in Communications and Networking, 2023 | 23 | 2023 |
Ultra Wideband (UWB) localization using active CIR-based fingerprinting J Fontaine, B Van Herbruggen, A Shahid, S Kram, M Stahlke, ... IEEE Communications Letters 27 (5), 1322-1326, 2023 | 7 | 2023 |
Accuracy-aware compression of channel impulse responses using deep learning T Altstidl, S Kram, O Herrmann, M Stahlke, T Feigl, C Mutschler 2021 International Conference on Indoor Positioning and Indoor Navigation …, 2021 | 7 | 2021 |
Discrete positioning using uwb channel impulse responses and machine learning M Stahlke, S Kram, T Mumme, J Seitz 2019 International Conference on Localization and GNSS (ICL-GNSS), 1-6, 2019 | 7 | 2019 |
Delay estimation in dense multipath environments using time series segmentation S Kram, C Kraus, M Stahlke, T Feigl, J Thielecke, C Mutschler 2022 IEEE Wireless Communications and Networking Conference (WCNC), 1671-1676, 2022 | 6 | 2022 |
Offsite evaluation of localization systems: criteria, systems and results from IPIN 2021-22 competitions F Potortì, A Crivello, S Lee, B Vladimirov, S Park, Y Chen, L Wang, ... IEEE Journal of Indoor and Seamless Positioning and Navigation, 2024 | 5 | 2024 |
Uncertainty-based fingerprinting model selection for radio localization M Stahlke, T Feigl, S Kram, BM Eskofier, C Mutschler 2023 13th International Conference on Indoor Positioning and Indoor …, 2023 | 5 | 2023 |
Velocity-Based Channel Charting with Spatial Distribution Map Matching M Stahlke, G Yammine, T Feigl, BM Eskofier, C Mutschler IEEE Journal of Indoor and Seamless Positioning and Navigation, 2024 | 4 | 2024 |
Multipath Delay Estimation in Complex Environments using Transformer J Ott, M Stahlke, S Kram, T Feigl, C Mutschler 2023 13th International Conference on Indoor Positioning and Indoor …, 2023 | 2 | 2023 |
Position tracking using likelihood modeling of channel features with Gaussian processes S Kram, C Kraus, T Feigl, M Stahlke, J Robert, C Mutschler arXiv preprint arXiv:2203.13110, 2022 | 2 | 2022 |
Uncertainty-Based Fingerprinting Model Monitoring for Radio Localization M Stahlke, T Feigl, S Kram, BM Eskofier, C Mutschler IEEE Journal of Indoor and Seamless Positioning and Navigation, 2024 | 1 | 2024 |
Data-driven Wireless Positioning M Stahlke, T Feigl, S Kram, J Ott, J Seitz, C Mutschler Unlocking Artificial Intelligence: From Theory to Applications, 199-213, 2024 | | 2024 |
Estimating Multipath Component Delays with Transformer Models J Ott, M Stahlke, T Feigl, C Mutschler IEEE Journal of Indoor and Seamless Positioning and Navigation, 2024 | | 2024 |
Track 7: 5G Channel Impulse Responses M Stahlke, A Porada, JN Bauer, C Mutschler | | |
Track 7: Channel Impulse Responses S Kram, M Stahlke, C Mutschler | | |