Dr.-Ing. Christopher Mutschler

2026

• Ott J., Stahlke M., Feigl T., Eskofier B., Mutschler C.:
  Simplicity is Key: An Unsupervised Pretraining Approach for Sparse Radio Channels (Conference contribution, submitted)
  DOI: 10.48550/arXiv.2505.13055
  BibTeX: Download
• Parthasarathy D., Kontes G., Plinge A., Mutschler C.:
  C-MCTS: Safe Planning with Monte Carlo Tree Search
  (2026)
  DOI: 10.48550/arXiv.2305.16209
  BibTeX: Download
• Raichur NL., Heublein L., Feigl T., Ruegamer A., Mutschler C., Ott F.:
  Bayesian Learning-driven Prototypical Contrastive Loss for Class-Incremental Learning
  (2026)
  DOI: 10.48550/arXiv.2405.11067
  BibTeX: Download

2025

• Deutel M., Kontes G., Mutschler C., Teich J.:
  Combining Multi-Objective Bayesian Optimization with Reinforcement Learning for TinyML
  In: ACM Transactions on Evolutionary Learning and Optimization 5 (2025), p. 1-21
  ISSN: 2688-299X
  DOI: 10.1145/3715012
  BibTeX: Download
• Deutel M., Kontes G., Mutschler C., Teich J.:
  Multi-Objective Bayesian Optimization with Reinforcement Learning for Edge Deployment of DNNs on Microcontrollers
  The Genetic and Evolutionary Computation Conference (GECCO) (Málaga, 14.07.2025 - 18.07.2025)
  In: ACM (ed.): GECCO '25 Companion: Proceedings of the Genetic and Evolutionary Computation Conference Companion 2025
  DOI: 10.1145/3712255.3734232
  BibTeX: Download
• Deutel M., Mutschler C., Teich J.:
  microYOLO: Towards Single-Shot Object Detection on Microcontrollers
  4th Workshop on IoT, Edge, and Mobile for Embedded Machine Learning (ITEM) (Torino, 18.09.2023 - 22.09.2023)
  In: University of Turin (ed.): International Workshops of ECML PKDD 2023, Turin, Italy, September 18–22, 2023, Revised Selected Papers, Part V 2025
  DOI: 10.1007/978-3-031-74643-7_13
  BibTeX: Download
• Deutel M., Plinge A., Seuss D., Mutschler C., Hannig F., Teich J.:
  Unsupervised Learning of Variational Autoencoders on Cortex-M Microcontrollers
  IEEE 18th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC) (Singapore, 15.12.2025 - 18.12.2025)
  In: IEEE 18th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC) 2025
  DOI: 10.1109/MCSoC67473.2025.00079
  BibTeX: Download
• Gaikwad NS., Heublein L., Raichur NL., Feigl T., Mutschler C., Ott F.:
  Federated Learning with MMD-based Early Stopping for Adaptive GNSS Interference Classification
  38th IEEE/IFIP Network Operations and Management Symposium, NOMS 2025 (Honolulu, HI, USA, 12.05.2025 - 16.05.2025)
  In: Doug Zuckerman, Mehmet Ulema, Noura Limam, Young-Tak Kim, Lisandro Zambenedetti Granville, Vinicius Fulber-Garcia (ed.): Proceedings of IEEE/IFIP Network Operations and Management Symposium 2025, NOMS 2025 2025
  DOI: 10.1109/NOMS57970.2025.11073735
  BibTeX: Download
• Heublein L., Feigl T., Nowak T., Rugamer A., Mutschler C., Ott F.:
  Evaluating ML Robustness in GNSS Interference Classification, Characterization & Localization
  International Conference on Localization and GNSS (ICL-GNSS) (Rome, 10.06.2025 - 12.06.2025)
  In: 2025 International Conference on Localization and GNSS (ICL-GNSS) 2025
  DOI: 10.1109/ICL-GNSS65520.2025.11046126
  BibTeX: Download
• Heublein L., Kocher S., Feigl T., Ruxsgamer A., Mutschler C., Ott F.:
  Vae-Based Feature Disentanglement for Data Augmentation and Compression in Generalized Gnss Interference Classification
  International Conference on Localization and GNSS (ICL-GNSS) (Rome, 10.06.2025 - 12.06.2025)
  In: 2025 International Conference on Localization and GNSS (ICL-GNSS) 2025
  DOI: 10.1109/ICL-GNSS65520.2025.11046129
  BibTeX: Download
• Heublein L., Wielenberg C., Nowak T., Feigl T., Mutschler C., Ott F.:
  Attention-Based Fusion of IQ and FFT Spectrograms with AoA Features for GNSS Jammer Localization
  2025 IEEE Radar Conference, RadarConf 2025 (Krakow, POL, 04.10.2025 - 09.10.2025)
  In: Marek Rupniewski, Shannon Blunt, Jacek Misiurewicz, Maria Sabrina Greco, Braham Himed (ed.): Proceedings of the IEEE Radar Conference 2025
  DOI: 10.1109/RadarConf2559087.2025.11204959
  BibTeX: Download
• Löffler C., Lai WC., Zanca D., Schmidt L., Eskofier B., Mutschler C.:
  Don’t get me wrong: How to apply deep visual interpretations to time series
  In: Applied Intelligence 55 (2025), Article No.: 920
  ISSN: 0924-669X
  DOI: 10.1007/s10489-025-06798-3
  BibTeX: Download
• Meyer N., Ufrecht C., Yammine G., Kontes G., Mutschler C., Scherer DD.:
  Benchmarking Quantum Reinforcement Learning
  42nd International Conference on Machine Learning, ICML 2025 (Vancouver, BC, CAN, 13.07.2025 - 19.07.2025)
  In: Aarti Singh, Maryam Fazel, Daniel Hsu, Simon Lacoste-Julien, Felix Berkenkamp, Tegan Maharaj, Kiri Wagstaff, Jerry Zhu (ed.): Proceedings of Machine Learning Research 2025
  BibTeX: Download
• Molto D., Aparicio-Esteve E., Hernandez A., Feigl T., Mutschler C., Urena J.:
  Definition of a Neural Network for an IR Positioning System based on Energy Measurements
  15th International Conference on Indoor Positioning and Indoor Navigation, IPIN 2025 (Tampere, FIN, 15.09.2025 - 18.09.2025)
  In: Jari Nurmi, Simona Lohan, Aleksandr Ometov, Lucie Klus, Christopher Mutschler, Joaquin Torres-Sospedra (ed.): Proceedings of the 15th International Conference on Indoor Positioning and Indoor Navigation, IPIN 2025 2025
  DOI: 10.1109/IPIN66788.2025.11213161
  BibTeX: Download
• Ott F., Heublein L., Feigl T., Rügamer A., Mutschler C.:
  Metric-Based Few-Shot Learning With Triplet Selection for Adaptive GNSS Interference Classification
  In: IEEE Journal of Indoor and Seamless Positioning and Navigation 3 (2025), p. 81-104
  ISSN: 2832-7322
  DOI: 10.1109/JISPIN.2025.3562140
  BibTeX: Download
• Poeggel R., Stahlke M., Pirkl J., Ott J., Yammine G., Feigl T., Mutschler C.:
  Passive Channel Charting: Locating Passive Targets using a UWB Mesh
  15th International Conference on Indoor Positioning and Indoor Navigation, IPIN 2025 (Tampere, FIN, 15.09.2025 - 18.09.2025)
  In: Jari Nurmi, Simona Lohan, Aleksandr Ometov, Lucie Klus, Christopher Mutschler, Joaquin Torres-Sospedra (ed.): Proceedings of the 15th International Conference on Indoor Positioning and Indoor Navigation, IPIN 2025 2025
  DOI: 10.1109/IPIN66788.2025.11213350
  BibTeX: Download
• Schubert J., Yammine G., Karbownik P., Maestri A., George N., Stahlke M., Feigl T., Mutschler C., Seus D.:
  AI-Augmented Digital Twin Framework for Scalable 5G/6G Network Densification
  15th International Conference on Indoor Positioning and Indoor Navigation, IPIN 2025 (Tampere, FIN, 15.09.2025 - 18.09.2025)
  In: Jari Nurmi, Simona Lohan, Aleksandr Ometov, Lucie Klus, Christopher Mutschler, Joaquin Torres-Sospedra (ed.): Proceedings of the 15th International Conference on Indoor Positioning and Indoor Navigation, IPIN 2025 2025
  DOI: 10.1109/IPIN66788.2025.11213435
  BibTeX: Download

2024

• Brasseler L., Stahlke M., Altstidl TR., Feigl T., Mutschler C.:
  Non-Line-of-Sight Detection for Radio Localization using Deep State Space Models
  14th International Conference on Indoor Positioning and Indoor Navigation (IPIN) (Hong Kong, 14.10.2024 - 17.10.2024)
  In: The fourteenth International Conference on Indoor Positioning and Indoor Navigation 2024 (IPIN 2024) 2024
  BibTeX: Download
• Contreras DF., Cortes I., Kontes G., Feigl T., Mutschler C., Ruegamer A.:
  Reinforcement Learning Framework for Robust Navigation in GNSS Receivers
  International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2024) (Baltimore, Maryland, 16.09.2024 - 20.09.2024)
  In: Proceedings of the 37th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2024) 2024
  DOI: 10.33012/2024.19853
  BibTeX: Download
• Deutel M., Hannig F., Mutschler C., Teich J.:
  Fused-Layer CNNs for Memory-Efficient Inference on Microcontrollers
  Workshop on Machine Learning and Compression @ NeurIPS 2024 (Vancouver Convention Center, 10.12.2024 - 15.12.2024)
  Open Access: https://openreview.net/forum?id=2O8qbyxH6X
  BibTeX: Download
• Deutel M., Hannig F., Mutschler C., Teich J.:
  On-Device Training of Fully Quantized Deep Neural Networks on Cortex-M Microcontrollers
  In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 44 (2024), p. 1250 - 1261
  ISSN: 0278-0070
  DOI: 10.1109/TCAD.2024.3484354
  URL: https://ieeexplore.ieee.org/document/10726519
  BibTeX: Download
• Meyer N., Murauer J., Popov A., Ufrecht C., Plinge A., Mutschler C., Scherer DD.:
  Warm-Start Variational Quantum Policy Iteration
  5th IEEE International Conference on Quantum Computing and Engineering, QCE 2024 (Montreal, QC, CAN, 15.09.2024 - 20.09.2024)
  In: Candace Culhane, Greg T. Byrd, Hausi Muller, Yuri Alexeev, Yuri Alexeev, Sarah Sheldon (ed.): Proceedings - IEEE Quantum Week 2024, QCE 2024 2024
  DOI: 10.1109/QCE60285.2024.00172
  BibTeX: Download
• Meyer N., Ufrecht C., Periyasamy M., Plinge A., Mutschler C., Scherer DD., Maier A.:
  Qiskit-Torch-Module: Fast Prototyping of Quantum Neural Networks
  5th IEEE International Conference on Quantum Computing and Engineering, QCE 2024 (Montreal, QC, 15.09.2024 - 20.09.2024)
  In: Candace Culhane, Greg T. Byrd, Hausi Muller, Yuri Alexeev, Yuri Alexeev, Sarah Sheldon (ed.): Proceedings - IEEE Quantum Week 2024, QCE 2024 2024
  DOI: 10.1109/QCE60285.2024.00101
  BibTeX: Download
• Ott F., Heublein L., Raichur NL., Feigl T., Hansen J., Ruegamer A., Mutschler C.:
  Few-Shot Learning with Uncertainty-based Quadruplet Selection for Interference Classification in GNSS Data
  International Conference on Localization and GNSS (Antwerp, 05.06.2024 - 07.06.2024)
  In: International Conference on Localization and GNSS 2024
  DOI: 10.1109/ICL-GNSS60721.2024.10578525
  BibTeX: Download
• Ott J., Pirkl J., Stahlke M., Feigl T., Mutschler C.:
  Radio Foundation Models: Pre-training Transformers for 5G-based Indoor Localization
  2024 14th International Conference on Indoor Positioning and Indoor Navigation (IPIN) (Hong Kong, China, 14.10.2024 - 17.10.2024)
  In: The fourteenth edition of the International Conference on Indoor Positioning and Indoor Navigation (IPIN) 2024
  BibTeX: Download
• Ott J., Stahlke M., Feigl T., Mutschler C.:
  Estimating Multipath Component Delays with Transformer Models
  In: IEEE Journal of Indoor and Seamless Positioning and Navigation (2024), p. 1-10
  ISSN: 2832-7322
  DOI: 10.1109/JISPIN.2024.3422908
  BibTeX: Download
• Stahlke M., Feigl T., Kram S., Eskofier B., Mutschler C.:
  Uncertainty-Based Fingerprinting Model Monitoring for Radio Localization
  In: IEEE Journal of Indoor and Seamless Positioning and Navigation 2 (2024), p. 166-176
  ISSN: 2832-7322
  DOI: 10.1109/JISPIN.2024.3398568
  BibTeX: Download
• Stahlke M., George Y., Feigl T., Eskofier B., Mutschler C.:
  Velocity-Based Channel Charting with Spatial Distribution Map Matching
  In: IEEE Journal of Indoor and Seamless Positioning and Navigation 2 (2024), p. 230-239
  ISSN: 2832-7322
  DOI: 10.1109/JISPIN.2024.3424768
  BibTeX: Download

2023

• Altstidl TR., Nguyen A., Schwinn L., Köferl F., Mutschler C., Eskofier B., Zanca D.:
  Just a Matter of Scale? Reevaluating Scale Equivariance in Convolutional Neural Networks
  2023 International Joint Conference on Neural Networks (IJCNN) (Gold Coast, Australia, 18.06.2023 - 23.06.2023)
  In: Proc. Intl. Joint Conf. Neural Netw. (IJCNN) 2023
  DOI: 10.1109/IJCNN54540.2023.10191724
  BibTeX: Download
• Deutel M., Woller P., Mutschler C., Teich J.:
  Energy-efficient Deployment of Deep Learning Applications on Cortex-M based Microcontrollers using Deep Compression
  Methoden und Beschreibungssprachen zur Modellierung und Verifikation von Schaltungen und Systemen MBMV’23 (Freiburg, 23.03.2023 - 24.03.2023)
  In: VDE (ed.): MBMV 2023; 26th Workshop 2023
  Open Access: https://arxiv.org/abs/2205.10369
  URL: https://ieeexplore.ieee.org/document/10173060
  BibTeX: Download
• Löffler C., Fallah K., Fenu S., Zanca D., Eskofier B., Rozell CJ., Mutschler C.:
  Active Learning of Ordinal Embeddings: A User Study on Football Data
  In: Transactions on Machine Learning Research (2023), p. 1-26
  ISSN: 2835-8856
  Open Access: https://openreview.net/pdf?id=oq3tx5kinu
  URL: https://openreview.net/forum?id=oq3tx5kinu
  BibTeX: Download
• Meyer N., Scherer DD., Plinge A., Mutschler C., Hartmann M.:
  Quantum Natural Policy Gradients: Towards Sample-Efficient Reinforcement Learning
  4th IEEE International Conference on Quantum Computing and Engineering, QCE 2023 (Bellevue, WA, 17.09.2023 - 22.09.2023)
  In: Hausi Muller, Yuri Alexev, Andrea Delgado, Greg Byrd (ed.): Proceedings - 2023 IEEE International Conference on Quantum Computing and Engineering, QCE 2023 2023
  DOI: 10.1109/QCE57702.2023.10181
  BibTeX: Download
• Meyer N., Scherer DD., Plinge A., Mutschler C., Hartmann M.:
  Quantum Policy Gradient Algorithm with Optimized Action Decoding
  40th International Conference on Machine Learning, ICML 2023 (Honolulu, HI, 23.07.2023 - 29.07.2023)
  In: Andreas Krause, Emma Brunskill, Kyunghyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett (ed.): Proceedings of Machine Learning Research 2023
  BibTeX: Download
• Ott F., Raichur NL., Ruegamer D., Feigl T., Neumann H., Bischl B., Mutschler C.:
  Benchmarking Visual-Inertial Deep Multimodal Fusion for Relative Pose Regression and Odometry-aided Absolute Pose Regression
  (2023), p. 1-29
  DOI: 10.48550/arXiv.2208.00919
  BibTeX: Download
  (Working Paper)
• Ott J., Stahlke M., Kram S., Feigl T., Mutschler C.:
  Multipath Delay Estimation in Complex Environments using Transformer
  13th International Conference on Indoor Positioning and Indoor Navigation (IPIN) (Nuremberg, Germany, 25.09.2023 - 28.09.2023)
  In: Proc. 13th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2023) 2023
  DOI: 10.1109/IPIN57070.2023.10332470
  BibTeX: Download
• Stahlke M., Feigl T., Kram S., Eskofier B., Mutschler C.:
  Uncertainty-based Fingerprinting Model Selection for Radio Localization
  13th International Conference on Indoor Positioning and Indoor Navigation (IPIN) (Nuremberg, Germany, 25.09.2023 - 28.09.2023)
  In: Proc. 13th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2023) 2023
  DOI: 10.1109/IPIN57070.2023.10332531
  BibTeX: Download
• Stahlke M., Yammine G., Feigl T., Eskofier B., Mutschler C.:
  Indoor Localization with Robust Global Channel Charting: A Time-Distance-Based Approach
  In: IEEE Transactions on Machine Learning in Communications and Networking 1 (2023), p. 1-15
  ISSN: 2831-316X
  DOI: 10.1109/TMLCN.2023.3256964
  BibTeX: Download

2022

• Alawieh M., Eberlein E., Jaeckel S., Franke N., Ghimire B., Feigl T., Yammine G., Mutschler C.:
  Complementary Semi-Deterministic Clusters for Realistic Statistical Channel Models for Positioning
  (2022), p. 1-6
  DOI: 10.48550/ARXIV.2207.07837
  BibTeX: Download
  (Techreport)
• Kram S., Kraus C., Stahlke M., Feigl T., Thielecke J., Mutschler C.:
  Delay Estimation in Dense Multipath Environments using Time Series Segmentation
  IEEE Wireless Communications and Networking Conference (WCNC) (Austin, Texas, 10.04.2022 - 13.04.2022)
  In: Proc. Intl. Conf. IEEE Wireless Communications and Networking Conference (WCNC) 2022
  DOI: 10.1109/WCNC51071.2022.9771875
  BibTeX: Download
• Landgraf D., Völz A., Kontes G., Graichen K., Mutschler C.:
  Hierarchical learning for model predictive collision avoidance
  10th Vienna International Conference on Mathematical Modelling (MATHMOD 22) (Vienna (Austria), 27.07.2022 - 29.07.2022)
  In: IFAC PapersOnLine 2022
  DOI: 10.1016/j.ifacol.2022.09.121
  BibTeX: Download
• Löffler C., Mutschler C.:
  IALE: Imitating Active Learner Ensembles
  In: Journal of Machine Learning Research 23 (2022), p. 1-29
  ISSN: 1532-4435
  URL: http://jmlr.org/papers/v23/21-0387.html
  BibTeX: Download
• Ott F., Ruegamer D., Heublein L., Bischl B., Mutschler C.:
  Joint Classification and Trajectory Regression of Online Handwriting using a Multi-Task Learning Approach
  22nd IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (Waikoloa, HI)
  In: 2022 IEEE WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV 2022), LOS ALAMITOS: 2022
  DOI: 10.1109/WACV51458.2022.00131
  BibTeX: Download
• Schmidt LM., Brosig J., Plinge A., Eskofier B., Mutschler C.:
  An Introduction to Multi-Agent Reinforcement Learning and Review of its Application to Autonomous Mobility
  25th IEEE International Conference on Intelligent Transportation Systems, ITSC 2022 (Macau, CHN, 08.10.2022 - 12.10.2022)
  In: IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC 2022
  DOI: 10.1109/ITSC55140.2022.9922205
  BibTeX: Download
• Schmidt LM., Rietsch S., Plinge A., Eskofier B., Mutschler C.:
  How to Learn from Risk: Explicit Risk-Utility Reinforcement Learning for Efficient and Safe Driving Strategies
  25th IEEE International Conference on Intelligent Transportation Systems, ITSC 2022 (Macau, CHN, 08.10.2022 - 12.10.2022)
  In: IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC 2022
  DOI: 10.1109/ITSC55140.2022.9922345
  BibTeX: Download
• Stahlke M., Feigl T., Castañeda García MH., Richard A. SG., Seitz J., Mutschler C.:
  Transfer Learning to adapt 5G AI-based Fingerprint Localization across Environments
  IEEE 95th Vehicular Technology Conference (VTC-Spring) (Helsinki, 19.06.2022 - 22.06.2022)
  In: Proc. Intl. Conf. IEEE Vehicular Technology Conference (VTC-Spring) 2022
  DOI: 10.1109/VTC2022-Spring54318.2022.9860906
  BibTeX: Download

2021

• Altstidl TR., Kram S., Herrmann O., Stahlke M., Feigl T., Mutschler C.:
  Accuracy-Aware Compression of Channel Impulse Responses using Deep Learning
  International Conference on Indoor Positioning and Indoor Navigation (IPIN2021) (Lloret de Mar, 29.11.2021 - 02.12.2021)
  In: Proceedings of the International Conference on Indoor Positioning and Indoor Navigation (IPIN 2021) 2021
  DOI: 10.1109/IPIN51156.2021.9662545
  BibTeX: Download
• Feigl T., Eberlein E., Kram S.:
  Robust ToA-Estimation using Convolutional Neural Networks on Randomized Channel Models
  International Conference on Indoor Positioning and Indoor Navigation (IPIN 2021) (Lloret de Mar, Spain, 29.11.2021 - 02.12.2021)
  In: Proceedings of the International Conference on Indoor Positioning and Indoor Navigation (IPIN 2021) 2021
  DOI: 10.1109/IPIN51156.2021.9662625
  BibTeX: Download
• Meyer S., Windisch T., Perl A., Dzibela D., Marzilger R., Witt N., Benzler J., Kirchner G., Feigl T.:
  Contact Tracing with the Exposure Notification Framework in the German Corona-Warn-App
  2021 International Conference on Indoor Positioning and Indoor Navigation (IPIN) (Lloret de Mar, 29.11.2021 - 02.12.2021)
  In: Proceedings of the International Conference on Indoor Positioning and Indoor Navigation (IPIN 2021) 2021
  DOI: 10.1109/IPIN51156.2021.9662591
  BibTeX: Download
• Stahlke M., Kram S., Ott F., Feigl T., Mutschler C.:
  Estimating TOA Reliability with Variational Autoencoders
  In: IEEE Sensors Journal (2021), p. 1-6
  ISSN: 1530-437X
  DOI: 10.1109/JSEN.2021.3101933
  BibTeX: Download

2020

• Feigl T., Gruner L., Mutschler C., Roth D.:
  Real-Time Gait Reconstruction for Virtual Reality Using a Single Sensor
  2020 IEEE International Symposium on Mixed and Augmented Reality, ISMAR-Adjunct 2020 (Ipojuca, Pernambuco, 09.11.2020 - 13.11.2020)
  In: Adjunct Proceedings of the 2020 IEEE International Symposium on Mixed and Augmented Reality, ISMAR-Adjunct 2020 2020
  DOI: 10.1109/ISMAR-Adjunct51615.2020.00037
  BibTeX: Download
• Feigl T., Kram S., Woller P., Siddiqui RH., Philippsen M., Mutschler C.:
  RNN-aided Human Velocity Estimation from a Single IMU
  In: Sensors 13 (2020), p. 1-31
  ISSN: 1424-8220
  DOI: 10.3390/s20133656
  URL: https://www.mdpi.com/1424-8220/20/13/3656
  BibTeX: Download
• Feigl T., Porada A., Steiner S., Löffler C., Mutschler C., Philippsen M.:
  Localization Limitations of ARCore, ARKit, and Hololens in Dynamic Large-Scale Industry Environments
  15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (GRAPP 2020) (Valletta, 27.02.2020 - 29.02.2020)
  In: Kadi Bouatouch, A. Augusto Sousa, Jose Braz (ed.): Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 1: GRAPP, Portugal: 2020
  DOI: 10.5220/0008989903070318
  URL: http://www.grapp.visigrapp.org/
  BibTeX: Download
• Ott F., Wehbi M., Hamann T., Barth J., Eskofier B., Mutschler C.:
  The OnHW Dataset: Online Handwriting Recognition from IMU-Enhanced Ballpoint Pens with Machine Learning
  In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 4 (2020), p. 1-20
  ISSN: 2474-9567
  DOI: 10.1145/3411842
  BibTeX: Download
• Stahlke M., Kram S., Mutschler C., Mahr T.:
  NLOS detection using UWB channel impulse responses and convolutional neural networks
  International Conference on Localization and GNSS (ICL-GNSS) (Tampere, 02.06.2020 - 04.06.2020)
  DOI: 10.1109/icl-gnss49876.2020.9115498
  BibTeX: Download

2019

• Feigl T., Kram S., Woller P., Siddiqui RH., Philippsen M., Mutschler C.:
  A Bidirectional LSTM for Estimating Dynamic Human Velocities from a Single IMU
  10th International Conference on Indoor Positioning and Indoor Navigation (IPIN) (Pisa, 30.09.2019 - 03.10.2019)
  In: IEEE (ed.): Proceedings of the 10th International Conference on Indoor Positioning and Indoor Navigation (IPIN) 2019
  DOI: 10.1109/IPIN.2019.8911814
  URL: https://www2.cs.fau.de/publication/download/IPIN2019.pdf
  BibTeX: Download
• Feigl T., Roth D., Gradl S., Wirth M., Latoschik ME., Eskofier B., Philippsen M., Mutschler C.:
  Sick Moves! Motion Parameters as Indicators of Simulator Sickness
  In: IEEE Transactions on Visualization and Computer Graphics 25 (2019), p. 3146-3157
  ISSN: 1077-2626
  DOI: 10.1109/TVCG.2019.2932224
  URL: https://ieeexplore.ieee.org/document/8798880
  BibTeX: Download
• Lugrin JL., Kern F., Kleinbeck C., Roth D., Daxer C., Feigl T., Mutschler C., Latoschik ME.:
  A Framework for Location-Based VR Applications
  GI VR/AR Workshop 2019 (Fulda, 17.09.2019 - 18.09.2019)
  In: Gesellschaft für Informatik e.V. (ed.): Virtuelle und Erweiterte Realitat: 16. Workshop der GI-Fachgruppe VR/AR (Berichte aus der Informatik) 2019
  URL: https://downloads.hci.informatik.uni-wuerzburg.de/2019-gi-vr-ar-framework-for-location-based-vr-applications.pdf
  BibTeX: Download
• Niitsoo A., Edelhäußer T., Hadaschik N., Eberlein E., Mutschler C.:
  A Deep Learning Approach to Position Estimation from Channel Impulse Responses
  In: Sensors 19 (2019), p. 1-23
  ISSN: 1424-8220
  DOI: 10.3390/s19051064
  URL: https://www.mdpi.com/1424-8220/19/5/1064
  BibTeX: Download

2018

• Feigl T., Mutschler C., Philippsen M.:
  Head-to-Body-Pose Classification in No-Pose VR Tracking Systems
  25th IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR 2018) (Reutlingen, 18.03.2018 - 22.03.2018)
  In: Proceedings of the 25th IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR 2018) 2018
  DOI: 10.1109/VR.2018.8446495
  URL: http://www2.informatik.uni-erlangen.de/publication/download/IEEE-VR2018b.pdf
  BibTeX: Download
• Feigl T., Mutschler C., Philippsen M.:
  Human Compensation Strategies for Orientation Drifts
  25th IEEE Conference on Virtual Reality and 3D User Interfaces (Reutlingen, 18.03.2018 - 22.03.2018)
  In: Proceedings of the 25th IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR 2018) 2018
  DOI: 10.1109/VR.2018.8446300
  URL: https://www2.cs.fau.de/publication/download/IEEE-VR2018a.pdf
  BibTeX: Download
• Feigl T., Mutschler C., Philippsen M.:
  Supervised Learning for Yaw Orientation Estimation
  (2018)
  ISSN: 2471-917X
  DOI: 10.1109/IPIN.2018.8533811
  URL: https://www2.cs.fau.de/publication/download/IPIN2018a.pdf
  BibTeX: Download
• Feigl T., Nowak T., Philippsen M., Edelhäußer T., Mutschler C.:
  Recurrent Neural Networks on Drifting Time-of-Flight Measurements
  9th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2018) (Nantes, 24.09.2018 - 27.09.2018)
  In: Proceedings of the 9th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2018) 2018
  DOI: 10.1109/IPIN.2018.8533813
  URL: https://www2.cs.fau.de/publication/download/IPIN2018b.pdf
  BibTeX: Download
• Ghimire B., Seitz J., Mutschler C.:
  Indoor Positioning using OFDM-based Visible Light Communication System
  9th International Conference on Indoor Positioning and Indoor Navigation (IPIN) (Nantes, 24.09.2018 - 27.09.2018)
  In: 2018 NINTH INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION (IPIN 2018), NEW YORK: 2018
  BibTeX: Download
• Gorse L., Löffler C., Mutschler C., Philippsen M.:
  Optical Camera Communication for Active Marker Identification in Camera-based Positioning Systems
  15th Workshop on Positioning, Navigation and Communications (WPNC'18) (Bremen, 25.10.2018 - 26.10.2018)
  In: Proceedings of the 15th Workshop on Positioning, Navigation and Communications (WPNC'18) 2018
  DOI: 10.1109/WPNC.2018.8555846
  URL: https://www2.cs.fau.de/publication/download/WPNC2018.pdf
  BibTeX: Download
• Lugrin JL., Kern F., Schmidt R., Kleinbeck C., Roth D., Daxer C., Feigl T., Mutschler C., Latoschik ME.:
  A Location-Based VR Museum
  10th International Conference on Virtual Worlds and Games for Serious Applications (VS Games 2018) (Würzburg, 05.09.2018 - 07.09.2018)
  In: Proceedings of the 10th International Conference on Virtual Worlds and Games for Serious Applications (VS-Games 2018) 2018
  DOI: 10.1109/VS-Games.2018.8493404
  URL: http://doi.ieeecomputersociety.org/10.1109/VS-Games.2018.8493404
  BibTeX: Download
• Löffler C., Riechel S., Fischer J., Mutschler C.:
  Evaluation Criteria for Inside-Out Indoor Positioning Systems Based on Machine Learning
  In: International Conference on Indoor Positioning and Indoor Navigation (IPIN), Nantes, France: 2018
  DOI: 10.1109/ipin.2018.8533862
  URL: https://ieeexplore.ieee.org/document/8533862
  BibTeX: Download
• Niitsoo A., Edelhaeusser T., Mutschler C.:
  Convolutional Neural Networks for Position Estimation in TDoA-based Locating Systems
  9th International Conference on Indoor Positioning and Indoor Navigation (IPIN) (Nantes, 24.09.2018 - 27.09.2018)
  In: IEEE (ed.): 2018 NINTH INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION (IPIN 2018), NEW YORK: 2018
  DOI: 10.1109/IPIN.2018.8533766
  URL: https://www.mad.tf.fau.de/files/2018/07/Convolutional-Neural-Networks-for-Position-Estimation-in-TDoA-based-Locating-Systems.pdf
  BibTeX: Download
• Nowak T., Hartmann M., Thielecke J., Hadachik N., Mutschler C.:
  Super-Resolution in RSS-based Direction-of-Arrival Estimation
  DOI: 10.1109/ipin.2018.8533684
  URL: https://www.mad.tf.fau.de/files/2018/07/SuperResolutionInRSSBasedDirectionOfArrivalEstimation.pdf
  BibTeX: Download
• Roth D., Kleinbeck C., Feigl T., Mutschler C., Latoschik ME.:
  Beyond Replication: Augmenting Social Behaviors in Multi-User Social Virtual Realities
  25th IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR 2018) (Reutlingen, 18.03.2018 - 22.03.2018)
  In: Proceedings of the 25th IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR 2018) 2018
  DOI: 10.1109/VR.2018.8447550
  URL: https://www.hci.uni-wuerzburg.de/download/2018-ieeevr-behav-augm-preprint.pdf
  BibTeX: Download

2017

• Feigl T., Mutschler C., Philippsen M., Kõre E.:
  Acoustical manipulation for redirected walking
  23rd ACM Symposium on Virtual Reality Software and Technology (VRST '17) (Gothenburg, 08.11.2017 - 10.11.2017)
  In: Proceedings of the 23rd ACM Symposium on Virtual Reality Software and Technology (VRST '17), New York: 2017
  DOI: 10.1145/3139131.3141205
  URL: https://www2.cs.fau.de/publication/download/VRST2017.pdf
  BibTeX: Download
• Roth D., Kleinbeck C., Feigl T., Mutschler C., Latoschik ME.:
  Social Augmentations in Multi-User Virtual Reality: A Virtual Museum Experience
  2017 IEEE International Symposium on Mixed and Augmented Reality (ISMAR-Adjunct) (Nantes, 09.10.2017 - 13.10.2017)
  In: Proceedings of the 2017 IEEE International Symposium on Mixed and Augmented Reality (ISMAR-Adjunct) 2017
  DOI: 10.1109/ISMAR-Adjunct.2017.28
  URL: http://ieeexplore.ieee.org/document/8088445/
  BibTeX: Download

2016

• Alawieh M., Hadaschik N., Franke N., Mutschler C.:
  Inter-Satellite Ranging in the Low Earth Orbit
  10th IEEE/IET International Symposium on Communication Systems, Networks & Digital Signal Processing (CSNDSP'16) (Prague, Czech Republic, 20.07.2016 - 22.07.2016)
  In: Proceedings of the 10th IEEE/IET International Symposium on Communication Systems, Networks & Digital Signal Processing (CSNDSP'16) 2016
  DOI: 10.1109/CSNDSP.2016.7573920
  URL: http://www2.informatik.uni-erlangen.de/publication/download/CSNDSP2016.pdf
  BibTeX: Download
• Gradl S., Eskofier B., Eskofier D., Mutschler C., Otto S.:
  Virtual and augmented reality in sports-an overview and acceptance study
  2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp'16) (Heidelberg, 12.09.2016 - 16.09.2016)
  In: Proc. of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp'16) 2016
  DOI: 10.1145/2968219.2968572
  BibTeX: Download
• Sackenreuter B., Hadaschik N., Fassbinder M., Mutschler C.:
  Low-Complexity PDoA-based Localization
  7th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2016) (Madrid, 04.10.2016 - 07.10.2016)
  In: Proceedings of the 7th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2016) 2016
  DOI: 10.1109/IPIN.2016.7743692
  URL: http://www2.informatik.uni-erlangen.de/publication/download/IPIN2016.pdf
  BibTeX: Download

2015

• Löffler C., Mutschler C., Philippsen M.:
  Approximative Event Processing on Sensor Data Streams (Best Poster and Demostration Award)
  9th ACM International Conference on Distributed Event-Based Systems (DEBS'15) (Oslo, 29.06.2015 - 03.07.2015)
  In: Proceedings of the 9th ACM International Conference on Distributed Event-Based Systems (DEBS'15) 2015
  DOI: 10.1145/2675743.2776767
  URL: http://www2.informatik.uni-erlangen.de/publication/download/DEBS2015.pdf
  BibTeX: Download

2014

• Mutschler C.:
  Latency Minimization of Order-Preserving Distributed Event-Based Systems (Dissertation, 2014)
  BibTeX: Download
• Mutschler C., Löffler C., Witt N., Edelhäußer T., Philippsen M.:
  Predictive Load Management in Smart Grid Environments
  8th ACM International Conference on Distributed Event-Based Systems (DEBS'14) (Mumbai, 26.05.2014 - 29.05.2014)
  In: Proceedings of the 8th ACM International Conference on Distributed Event-Based Systems (DEBS'14), New York: 2014
  DOI: 10.1145/2611286.2611330
  URL: http://www2.informatik.uni-erlangen.de/publication/download/DEBS2014.pdf
  BibTeX: Download
• Mutschler C., Philippsen M.:
  Adaptive Speculative Processing of Out-of-Order Event Streams
  In: ACM Transactions on Internet Technology 14 (2014), p. 4:1-4:24
  ISSN: 1533-5399
  DOI: 10.1145/2633686
  URL: https://www2.cs.fau.de/publication/download/ACM_TOIT2014.pdf
  BibTeX: Download

2013

• Löffler C., Mutschler C., Philippsen M.:
  Evolutionary Algorithms that use Runtime Migration of Detector Processes to Reduce Latency in Event-Based Systems
  2013 NASA/ESA Conference on Adaptive Hardware and Systems (AHS-2013) (Torino, Italy, 25.06.2013 - 27.06.2013)
  In: Proceedings of the 2013 NASA/ESA Conference on Adaptive Hardware and Systems (AHS-2013) 2013
  DOI: 10.1109/AHS.2013.6604223
  URL: http://www2.informatik.uni-erlangen.de/publication/download/AHS2013.pdf
  BibTeX: Download
• Mutschler C., Philippsen M.:
  Distributed Low-Latency Out-of-Order Event Processing for High Data Rate Sensor Streams
  27th IEEE International Parallel & Distributed Processing Symposium (IPDPS'13) (Boston, Massachusetts, 20.05.2013 - 24.05.2013)
  In: Proceedings of 27th International Parallel and Distributed Processing Symposium (IPDPS'13) 2013
  DOI: 10.1109/IPDPS.2013.29
  URL: http://www2.informatik.uni-erlangen.de/publication/download/IPDPS2013.pdf
  BibTeX: Download
• Mutschler C., Philippsen M.:
  Dynamic Low-Latency Distributed Event Processing of Sensor Data Streams
  25th Workshop der GI-Fachgruppe Parallel-Algorithmen, -Rechnerstrukturen und -Systemsoftware (PARS 2013) (Erlangen, 11.04.2013 - 12.04.2013)
  In: Parallel-Algorithmen und Rechnerstrukturen (PARS 2013) 2013
  URL: http://www2.informatik.uni-erlangen.de/publication/download/PARS2013.pdf
  BibTeX: Download
• Mutschler C., Philippsen M.:
  Reliable Speculative Processing of Out-of-Order Event Streams in Generic Publish/Subscribe Middlewares
  7th ACM International Conference on Distributed Event-Based Systems (DEBS'13) (Arlington, Texas, 29.06.2013 - 03.07.2013)
  In: Proceedings of the 7th ACM International Conference on Distributed Event-Based Systems (DEBS'13) 2013
  DOI: 10.1145/2488222.2488263
  URL: http://www2.informatik.uni-erlangen.de/publication/download/DEBS2013.pdf
  BibTeX: Download
• Mutschler C., Philippsen M.:
  Runtime Migration of Stateful Event Detectors with Low-Latency Ordering Constraints
  9th International Workshop on Sensor Networks and Systems for Pervasive Computing (San Diego, CA, 18.03.2013 - 22.03.2013)
  In: Proceedings of the 2013 IEEE International Conference on Pervasive Computing and Communications Workshops 2013
  DOI: 10.1109/PerComW.2013.6529567
  URL: http://www2.informatik.uni-erlangen.de/publication/download/persens2013.pdf
  BibTeX: Download
• Mutschler C., Ziekow H., Jerzak Z.:
  The DEBS 2013 Grand Challenge
  7th ACM International Conference on Distributed Event-Based Systems (DEBS 2013) (Arlington, TX, USA, 29.06.2013 - 03.07.2013)
  In: Proceedings of the 7th ACM International Conference on Distributed Event-Based Systems (DEBS 2013) 2013
  DOI: 10.1145/2488222.2488283
  URL: http://www2.informatik.uni-erlangen.de/publication/download/DEBS2013b.pdf
  BibTeX: Download

2012

• Mutschler C., Philippsen M.:
  Learning Event Detection Rules with Noise Hidden Markov Models
  2012 NASA/ESA Conference on Adaptive Hardware and Systems (AHS-2012) (Nuremberg, Germany, 25.06.2012 - 28.06.2012)
  In: Proceedings of the 2012 NASA/ESA Conference on Adaptive Hardware and Systems (AHS-2012) 2012
  DOI: 10.1109/AHS.2012.6268645
  URL: http://www2.informatik.uni-erlangen.de/publication/download/AHS2012.pdf
  BibTeX: Download
• Mutschler C., Philippsen M.:
  Towards a Distributed Self-Optimizing Event Processing System for Realtime Locating Systems (RTLS)
  6th ACM International Conference on Distributed Event-Based Systems (DEBS'12) (Berlin, 16.06.2012 - 20.06.2012)
  In: DEBS PhD Workshops, 6th ACM International Conference on Distributed Event-Based Systems 2012
  URL: http://www2.informatik.uni-erlangen.de/publication/download/DEBS2012.pdf
  BibTeX: Download

2011

• Edelhäußer T., Philippsen M., Mutschler C.:
  Trajectory Behavior Language
  2nd International Conference on Positioning and Context-Awareness (PoCA 2011) (Brussels, 24.03.2011 - 24.03.2011)
  In: Proceedings of the 2nd International Conference on Positioning and Context-Awareness (PoCA 2011), Antwerpen: 2011
  URL: http://www2.informatik.uni-erlangen.de/publication/download/PoCA2011b.pdf
  BibTeX: Download
• Mutschler C., Kókai G., Edelhäußer T.:
  Online Data Stream Mining on Interactive Trajectories in Soccer Games
  International Conference on Positioning and Context-Awareness (PoCA 2011) (Brussels, 24.03.2011 - 24.03.2011)
  In: Proceedings of the 2nd International Conference on Positioning and Context-Awareness (PoCA 2011) 2011
  URL: http://www2.informatik.uni-erlangen.de/publication/download/PoCA2011a.pdf
  BibTeX: Download

2010

• Mutschler C.:
  Online Data-Mining of trajectories in Real Time Location Systems (Diploma thesis, 2010)
  URL: https://www2.informatik.uni-erlangen.de/teaching/thesis/download/i2D00393.pdf
  BibTeX: Download

2009

• Mutschler C.:
  Automatische Generierung von AUTOSAR Software Component Descriptions. (Other / na, 2009)
  URL: https://www2.informatik.uni-erlangen.de/teaching/thesis/download/i2S00428.pdf
  BibTeX: Download