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 | 72 | 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 | 56 | 2021 |
A bidirectional LSTM for estimating dynamic human velocities from a single IMU T Feigl, S Kram, P Woller, RH Siddiqui, M Philippsen, C Mutschler 2019 International Conference on Indoor Positioning and Indoor Navigation …, 2019 | 45 | 2019 |
RNN-aided human velocity estimation from a single IMU T Feigl, S Kram, P Woller, RH Siddiqui, M Philippsen, C Mutschler Sensors 20 (13), 3656, 2020 | 35 | 2020 |
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 | 34 | 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 | 27 | 2021 |
Robust ToA-estimation using convolutional neural networks on randomized channel models T Feigl, E Eberlein, S Kram, C Mutschler 2021 International Conference on Indoor Positioning and Indoor Navigation …, 2021 | 20 | 2021 |
Spatial interpolation of Wi-Fi RSS fingerprints using model-based universal kriging S Kram, C Nickel, J Seitz, L Patino-Studencka, J Thielecke 2017 Sensor Data Fusion: Trends, Solutions, Applications (SDF), 1-6, 2017 | 13 | 2017 |
Blind spoofing detection for multi-antenna snapshot receivers using machine-learning techniques J Merwe, A Nikolikj, S Kram, I Lukcin, G Nadzinski, A Rügamer, W Felber Proceedings of the 33rd International Technical Meeting of the Satellite …, 2020 | 9 | 2020 |
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 | 6 | 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 | 6 | 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 | 6 | 2019 |
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 | 4 | 2023 |
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 | 4 | 2022 |
Apparatus for determining user position A Hofmann, M Alawieh, L Raschkowski, K Sebastian, B Ghimire US Patent App. 17/738,298, 2022 | 3 | 2022 |
A Combined Ray Tracing Simulation Environment for Hybrid 5G and GNSS Positioning. I Lukcin, PB Duong, K Dietmayer, SU Ali, S Kram, J Seitz, W Felber ICL-GNSS (Work in Progress), 2021 | 3 | 2021 |
Universal Kriging of RSS databases in a Bayesian filter S Kram, I Lukcin, C Nickel, J Seitz 2018 21st International Conference on Information Fusion (FUSION), 1720-1725, 2018 | 3 | 2018 |
Approximation of enzyme kinetics for high enzyme concentration by a first order perturbation approach S Kram, M Schäfer, R Rabenstein Journal of Mathematical Chemistry 56 (4), 1153-1183, 2018 | 3 | 2018 |
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 |