Dr.-Ing. Christopher Mutschler

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Lectures

SS 2019

  • Deep Reinforcement Learning [SEM]

WS 2018/2019

WS 2017/2018

WS 2016/2017

SS 2016

WS 2015/2016

SS 2015

WS 2014/2015

WS 2013/2014

SS 2013

WS 2012/2013

SS 2012

WS 2011/2012

SS 2011

Publications

  1. Feigl, T.; Roth, D.; Gradl, S.; Wirth, M.; Latoschik, M.; Eskofier, B.; Philippsen, M.; Mutschler, C.: Sick Moves! Exploring Motion Parameters as Objective Measures for Simulator Sickness. (26th IEEE Conference on Virtual Reality and 3D User Interfaces (IEEEVR 2019), Osaka, Japan)., 2019 submitted (BibTeX)
  2. Mutschler, C.: KI-Hochsommer – Und Jetzt?. Talk: Data Analytics 2018, given on: October 16, 2018, BICCnet Bavarian Information and Communication Technology Cluster, ZD.B Garching 2018 (BibTeX)
  3. Mutschler, C.: Machine Learning Forum. Talk: Das Machine Learning Forum, given on: September 28, 2018, Fraunhofer Institut für Integrierte Schaltungen IIS, Nürnberg 2018 (BibTeX)
  4. Feigl, T.; Nowak, T.; Philippsen, M.; Edelhäußer, T.; Mutschler, C.: Recurrent Neural Networks on Drifting Time-of-Flight Measurements. In: IEEE (Ed.): Proceedings of the 9th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2018) (9th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2018), Nantes, France)., 2018, pp. - (BibTeX)
  5. Kontes, G.; Giannakis, G.; Sánchez, V.; de Agustin-Camacho, P.; Romero-Amorrortu, A.; Panagiotidou, N.; Rovas, D.; Steiger, S.; Mutschler, C.; Gruen, G.: Simulation-based Evaluation and Optimization of Control Strategies in Buildings. In: Energies 11 (2018) No. 12 pp. - (BibTeX)
  6. Feigl, T.; Mutschler, C.; Philippsen, M.: Supervised Learning for Yaw Orientation Estimation. In: IEEE (Ed.): Proceedings of the 9th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2018) (9th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2018), Nantes, France)., 2018, pp. - (BibTeX)
  7. Gorse, L.; Löffler, C.; Mutschler, C.; Philippsen, M.: Optical Camera Communication for Active Marker Identification in Camera-based Positioning Systems. In: IEEE (Ed.): Proceedings of the 15th IEEE Workshop on Positioning, Navigation and Communications (WPNC'18) (2018 15th IEEE Workshop on Positioning, Navigation and Communication (WPNC), Bremen, Germany)., 2018, pp. - (BibTeX)
  8. Roth, D.; Kleinbeck, C.; Feigl, T.; Mutschler, C.; Latoschik, M.: Beyond Replication: Augmenting Social Behaviors in Multi-User Social Virtual Realities. In: IEEE (Ed.): Proceedings of the 25th IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR 2018) (25th IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR 2018), Tuebingen/Reutlingen, Germany)., 2018, pp. 215-222. - ISBN 978-1-5386-3365-6 (BibTeX)
  9. Niitsoo, A.; Edelhäußer, T.; Mutschler, C.: Convolutional Neural Networks for Position Estimation in TDoA-Based Locating Systems (Best Paper Award). In: IEEE (Ed.): Proceedings of the 9th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2018) (9th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2018), Nantes, France)., 2018, pp. - (BibTeX)
  10. Lugrin, J.; Kern, F.; Schmidt, R.; Kleinbeck, C.; Roth, D.; Daxer, C.; Feigl, T.; Mutschler, C.; Latoschik, M.: A Location-Based VR Museum. In: IEEE (Ed.): Proceedings of the 10th IEEE International Conference on Virtual Worlds for Serious Applications (VS-Games) (10th IEEE International Conference on Virtual Worlds for Serious Applications (VS-Games), Würzburg, Germany)., 2018, pp. - (BibTeX)
  11. Löffler, C.; Riechel, S.; Fischer, J.; Mutschler, C.: Evaluation Criteria for Inside-Out Indoor Positioning Systems based on Machine Learning. In: IEEE (Ed.): Proceedings of the 9th International Conference on Indoor Positioning and Indoor Navigation (9th International Conference on Indoor Positioning and Indoor Navigation, Nantes, France)., 2018, pp. - (BibTeX)
  12. Feigl, T.; Mutschler, C.; Philippsen, M.: Head-to-Body-Pose Classification in No-Pose VR Tracking Systems. In: IEEE (Ed.): Proceedings of the 25th IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR 2018) (25th IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR 2018), Tuebingen/Reutlingen, Germany)., 2018, pp. 1-2. - ISBN 978-1-5386-3365-6 (BibTeX)
  13. Feigl, T.; Mutschler, C.; Philippsen, M.: Human Compensation Strategies for Orientation Drifts. In: IEEE (Ed.): Proceedings of the 25th IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR 2018) (25th IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR 2018), Tuebingen/Reutlingen, Germany)., 2018, pp. 409-413. - ISBN 978-1-5386-3365-6 (BibTeX)
  14. Ghimire, B.; Seitz, J.; Mutschler, C.: Indoor Positioning using OFDM-based Visible Light Communications Systems. In: IEEE (Ed.): Proceedings of the 9th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2018) (9th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2018), Nantes, France)., 2018, pp. - (BibTeX)
  15. Nowak, T.; Hartmann, M.; Thielecke, J.; Hadaschik, N.; Mutschler, C.: Super-Resolution in RSS-based Direction-of-Arrival Estimation. In: IEEE (Ed.): Proceedings of the 9th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2018) (9th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2018), Nantes, France)., 2018, pp. - (BibTeX)
  16. Mutschler, C.; Kram, S.; Nickel, C.; Feigl, T.; Seitz, J.; inventors. Vorrichtung und Verfahren zu effizienten Zustandsbestimmung und Lokalisierung zwischen mobilen Plattformen. patent application: PCT/EP2018/025108. April 10, 2018.
  17. von der Grün, T.; Eidloth, A.; Witt, N.; Mutschler, C.: A Wireless Tracking Solution for a Dynamic Team Sports Application. Talk: International Conference on Microwaves for Intelligent Mobility, given on: March 21, 2017, IEEE MTT-S, Nagoya Institute of Technology, Aichi, Japan 2017 (BibTeX)
  18. Feigl, T.; Kõre, E.; Mutschler, C.; Philippsen, M.: Acoustical manipulation for redirected walking. In: ACM (Ed.): Proceedings of the 23rd ACM Symposium on Virtual Reality Software and Technology (VRST '17) (23rd ACM Symposium on Virtual Reality Software and Technology (VRST '17), Gothenburg, Sweden). New York: ACM, 2017, pp. 45:1-45:2. - ISBN 978-1-4503-5548-3 (BibTeX)
  19. Mutschler, C.: Maschinelles Lernen: Ein Blick hinter die Kulissen. Talk: Data Analytics 2017, given on: May 10, 2017, BICCnet Bavarian Information and Communication Technology Cluster, Nürnberg 2017 (BibTeX)
  20. Mutschler, C.: Mehrwerte durch maschinelles Lernen in der Lokalisierung. Talk: 9. awiloc®-Technologietag, given on: October 17, 2017, Fraunhofer Institut für Integrierte Schaltungen IIS, Nürnberg 2017 (BibTeX)
  21. Roth, D.; Kleinbeck, C.; Feigl, T.; Mutschler, C.; Latoschik, M.: Social Augmentations in Multi-User Virtual Reality: A Virtual Museum Experience. In: IEEE (Ed.): Proceedings of the 2017 IEEE International Symposium on Mixed and Augmented Reality (ISMAR-Adjunct) (2017 IEEE International Symposium on Mixed and Augmented Reality (ISMAR-Adjunct), Nantes, France)., 2017, pp. 42-43. - ISBN 978-1-5386-1454-9 (BibTeX)
  22. Feigl, T.; Mutschler, C.; inventors. Method for predicting a motion of an object, method for calibrating a motion model, method for deriving a predefined quantity and method for generating a virtual reality view. patent application: PCT/EP2017/08794. December 29, 2017.
  23. Otto, S.; Feigl, T.; Daxer, C.; Bruckmann, A.; Löffler, C.; Mutschler, C.; Faßbinder, M.; inventors. Method to determine a present position of an object, positioning system, tracker and computer program. patent application: PCT/EP2017/082265. December 11, 2017.
  24. Feigl, T.; Mutschler, C.; inventors. Apparatuses and Methods for Correcting Orientation Information from one or more Inertial Sensors. patent application: DE10 2017 100 622.2. January 13, 2017.
  25. Mutschler, C.: Datenanalyse und Ereigniserkennung für Echtzeit-Feedback im Sport. Talk: Value Data Lab Konferenz, given on: October 26, 2016, Nürnberger Initiative für die Kommunikationswirtschaft, Nürnberg 2016 (BibTeX)
  26. Gradl, S.; Eskofier, B.; Eskofier, D.; Mutschler, C.; Otto, S.: Virtual and augmented reality in sports: an overview and acceptance study. In: ACM (Ed.): Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp'16): Adjunct (2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp'16), Heidelberg, Germany)., 2016, pp. 885-888. - ISBN 978-1-4503-4462-3 (BibTeX)
  27. Sackenreuter, B.; Hadaschik, N.; Fassbinder, M.; Mutschler, C.: Low-Complexity PDoA-based Localization. In: IEEE (Ed.): Proceedings of the 7th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2016) (7th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2016), Madrid, Spain)., 2016, pp. 1-6. - ISBN 978-1-5090-2425-4 (BibTeX)
  28. Mohammad Alawieh; Niels Hadaschik; Norbert Franke; Mutschler, C.: Inter-Satellite Ranging in the Low Earth Orbit. In: IEEE (Ed.): Proceedings of the 10th IEEE/IET International Symposium on Communication Systems, Networks & Digital Signal Processing (CSNDSP’16) (10th IEEE/IET International Symposium on Communication Systems, Networks & Digital Signal Processing, Prague, Czech Republic)., 2016, pp. 1-6. - ISBN 978-1-5090-2526-8 (BibTeX)
  29. Mutschler, C.; Feigl, T.; Daxer, C.; Otto, S.; Bercea, C.; inventors. Verfahren zum Einstellen einer Blickrichtung in einer Darstellung einer virtuellen Realität. patent application: DE 10 2016 109 153.7. May 18, 2016.
  30. Löffler, C.; Mutschler, C.; Philippsen, M.: Approximative Event Processing on Sensor Data Streams (Best Poster and Demostration Award). In: ACM (Ed.): Proceedings of the 9th ACM International Conference on Distributed Event-Based Systems (9th ACM International Conference on Distributed Event-Based Systems, Oslo, Norway)., 2015, pp. 360-363. - ISBN 978-1-4503-3286-6 (BibTeX)
  31. Mutschler, C.; Philippsen, M.: Adaptive Speculative Processing of Out-of-Order Event Streams. In: ACM Transactions on Internet Technology (TOIT) 14 (2014) No. 1 pp. 4:1-4:24, ISSN 1557-6051 (BibTeX)
  32. Mutschler, C.; Löffler, C.; Witt, N.; Edelhäußer, T.; Philippsen, M.: Predictive Load Management in Smart Grid Environments (Best Paper Award). In: ACM (Ed.): Proceedings of the 8th ACM International Conference on Distributed Event-Based Systems (8th ACM International Conference on Distributed Event-Based Systems, Mumbai, India)., 2014, pp. 282-287. - ISBN 978-1-4503-2737-4 (BibTeX)
  33. Mutschler, C.: Latency Minimization of Order-Preserving Distributed Event-Based Systems. Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Dissertation thesis, 2014. - 229 pages (BibTeX)
  34. Mutschler, C.; Ziekow, H.; Jerzak, Z.: The DEBS 2013 Grand Challenge. In: ACM (Ed.): Proceedings of the 7th ACM International Conference on Distributed Event-Based Systems (7th ACM International Conference on Distributed Event-Based Systems, Arlington, Texas, USA)., 2013, pp. 289-294. - ISBN 978-1-4503-1758-0 (BibTeX)
  35. Mutschler, C.; Witt, N.; Philippsen, M.: Do Event-Based Systems have a Passion for Sports? (Best Poster/Demo Audience Award). In: ACM (Ed.): Proceedings of the 7th ACM International Conference on Distributed Event-Based Systems (7th ACM International Conference on Distributed Event-Based Systems, Arlington, Texas, USA)., 2013, pp. 331-332. - ISBN 978-1-4503-1758-0 (BibTeX)
  36. Mutschler, C.; Philippsen, M.: Reliable Speculative Processing of Out-of-Order Event Streams in Generic Publish/Subscribe Middlewares. In: ACM (Ed.): Proceedings of the 7th ACM International Conference on Distributed Event-Based Systems (7th ACM International Conference on Distributed Event-Based Systems, Arlington, Texas, USA)., 2013, pp. 147-158. - ISBN 978-1-4503-1758-0 (BibTeX)
  37. Loeffler, C.; Mutschler, C.; Philippsen, M.: Evolutionary Algorithms that use Runtime Migration of Detector Processes to Reduce Latency in Event-Based Systems. In: IEEE Computer Society (Ed.): Proceedings of the 2013 NASA/ESA Conference on Adaptive Hardware and Systems (AHS-2013) (2013 NASA/ESA Conference on Adaptive Hardware and Systems (AHS-2013), Torino, Italy)., 2013, pp. 31-38. - ISBN 978-1-4673-6382-2 (BibTeX)
  38. Mutschler, C.; Philippsen, M.: Dynamic Low-Latency Distributed Event Processing of Sensor Data Streams. In: Gesellschaft für Informatik e.V. (Ed.): Proceedings of the 25th Workshop on Parallel Systems and Algorithms (PARS 2013), ISSN 0177-0454 (25th Workshop on Parallel Systems and Algorithms (PARS 2013), Erlangen, Germany)., 2013, pp. 5-14 - ISSN 0177-0454 (BibTeX)
  39. Mutschler, C.; Philippsen, M.: Runtime Migration of Stateful Event Detectors with Low-Latency Ordering Constraints. In: IEEE (Ed.): Proceedings of the 2013 IEEE International Conference on Pervasive Computing and Communications Workshops (9th International Workshop on Sensor Networks and Systems for Pervasive Computing, San Diego, CA, USA)., 2013, pp. 609-614. - ISBN 978-1-4673-5075-4 (BibTeX)
  40. Mutschler, C.; Philippsen, M.: Distributed Low-Latency Out-of-Order Event Processing for High Data Rate Sensor Streams. In: IEEE Computer Society (Ed.): Proceedings of 27th International Parallel and Distributed Processing Symposium (27th IEEE International Parallel & Distributed Processing Symposium (IPDPS), Boston, Massachusetts, USA)., 2013, pp. 1133-1144. - ISBN 978-1-4673-6066-1 (BibTeX)
  41. Otto, S.; Edelhäußer, T.; Witt, N.; Völker, M.; Voll, D.; Mutschler, C.; inventors. Apparatus, Method and Computer Program for Providing a Virtual Boundary. patent application: EP13156961.8. February 27, 2013.
  42. Mutschler, C.; inventor. Apparatus, Method, and Computer Program for Processing Out-of-Order Events. patent application: EP13153525.4. January 31, 2013.
  43. Mutschler, C.; Philippsen, M.; inventors. Apparatus, Method and Computer Program for Migrating an Event Detector Process. patent application: PCT/EP2011/069159. March 14, 2012.
  44. Mutschler, C.; Philippsen, M.: Learning Event Detection Rules with Noise Hidden Markov Models. In: Benkrid, K.; Merodio, D. (Ed.): Proceedings of the 2012 NASA/ESA Conference on Adaptive Hardware and Systems (AHS-2012) (2012 NASA/ESA Conference on Adaptive Hardware and Systems (AHS-2012), Nuremberg, Germany)., 2012, pp. 159-166. - ISBN 978-1-4673-1914-0 (BibTeX)
  45. Mutschler, C.; Philippsen, M.: Towards a Distributed Self-Optimizing Event Processing System for Realtime Locating Systems (RTLS). In: ACM (Ed.): DEBS PhD Workshops, 6th ACM International Conference on Distributed Event-Based Systems (6th ACM International Conference on Distributed Event-Based Systems, Berlin, Germany)., 2012, pp. - (BibTeX)
  46. Mutschler, C.; Loeffler, C.; inventors. Vorrichtung, Verfahren und Computerprogramm zum Verbessern einer Leistungsfähigkeit eines ereignisbasierten verteilten Analysesystems. patent application: DE 10 2012 112 253.9. December 13, 2012.
  47. Otto, S.; Bretz, I.; Franke, N.; von der Grün, T.; Mutschler, C.; inventors. Vorrichtung, Verfahren und Computerprogramm zur Rekonstruktion einer Bewegung eines Objekts. patent application: 10 2012 111 304.1 DE. November 22, 2012.
  48. Mutschler, C.; Franke, N.; Wolf, D.; Witt, N.; inventors. Apparatus and Method for Analyzing Sensor Data. patent application: PCT/EP2011/069166. October 31, 2011.
  49. Mutschler, C.; Witt, N.; Philippsen, M.; Otto, S.; inventors. Apparatus and Method for Synchronizing Events. patent application: PCT/EP2011/069160. October 31, 2011.
  50. Mutschler, C.; inventor. Apparatus and Method for Transferring Event Detector Processes. patent application: PCT/EP2011/069159. October 31, 2011.
  51. Mutschler, C.; inventor. Apparatus and Method for Transmitting A Message to Multiple Receivers. patent application: PCT/EP2011/069169. October 31, 2011.
  52. Mutschler, C.; Kókai, G.; Edelhäußer, T.: Online Data Stream Mining on Interactive Trajectories in Soccer Games. In: Artesis University College of Antwerp (Ed.): Proceedings of the 2nd International Conference on Positioning and Context-Awareness (PoCA 2011, Brussels)., 2011, pp. 15-22. - ISBN 978-94-90705-04-6 (BibTeX)
  53. Mutschler, C.; Otto, S.; Witt, N.; inventors. Portable Device, Virtual Reality System and Method. patent application: EP11183970.0. October 5, 2011.
  54. Edelhäußer, T.; Philippsen, M.; Mutschler, C.: Trajectory Behavior Language. In: Artesis University College of Antwerp (Ed.): Proceedings of the 2nd International Conference on Positioning and Context-Awareness (PoCA 2011, Brussels)., 2011, pp. 51-58. - ISBN 978-94-90705-04-6 (BibTeX)
  55. Mutschler, C.: Online Data-Mining of trajectories in Real Time Location Systems. Erlangen-Nürnberg, Friedrich-Alexander-Universität, Diploma thesis, 2010. - 160 pages (BibTeX)
  56. Mutschler, C.: Automatische Generierung von AUTOSAR Software Component Descriptions.. Erlangen-Nürnberg, Friedrich-Alexander-Universität, Study thesis, 2009. - 66 pages (BibTeX)

Supervised theses

Open theses

  1. Automatic Probability Configuration for Approximative Event Processing on Sensor Data Streams.[MT]
    Advisors: Mutschler, C.; Philippsen, M.

Running/reserved theses

  1. Thomas Altstidl: Application of Deep Learning Methods to Process Natural Phenomena.[BT]
    Advisors: Feigl, T.; Mutschler, C.; Philippsen, M.: started on September 15, 2018
  2. Felix Ott: Komplementieren Relativer und Absoluter Eigenlokalisierungsverfahren.[MT]
    Advisors: Feigl, T.; Mutschler, C.; Philippsen, M.: started on August 1, 2018

Finished theses

  1. Tim Nisslbeck: Learning a Car Driving Simulator to enable Deep Reinforcement Learning.[MT]
    Advisors: Mutschler, C.; Edelhäußer, T.; Philippsen, M.: submitted on July 2, 2018
  2. Lorenz Gorse: Reliable Optical Camera Communication for Active Marker Identification in Camera-based Positioning Systems.[BT]
    Advisors: Mutschler, C.; Philippsen, M.: submitted on March 16, 2018
  3. Leonid Butyrev: Exploiting Reinforcement Learning for complex trajectory planning for mobile robots.[BT]
    Advisors: Mutschler, C.; Edelhäußer, T.; Philippsen, M.: submitted on June 1, 2017
  4. Cosmin Bercea: Developing a QoS Component to guarantee Operator Reliability in Distributed Event-Based Systems.[BT]
    Advisors: Mutschler, C.; Philippsen, M.: submitted on March 31, 2015
  5. Christoffer Löffler: Entwurf und Evaluation eines Ansatzes zur approximativen Ereignisverarbeitung auf Sensordatenströmen.[MT]
    Advisors: Mutschler, C.; Philippsen, M.: submitted on December 1, 2014
  6. Dennis Salzner: Entwicklung einer adaptiven HMI-Schnittstelle zur Erkennung von Gesten auf Basis hochpräziser Echtzeitlokalisierung.[BT]
    Advisors: Mutschler, C.; Otto, S.; Philippsen, M.: submitted on December 2, 2013
  7. Patrick Cerny: Evaluation und prototypische Implementierung eines Parsers für Ereignisbeschreibungssprachen in Echtzeitlokalisierungssystemen.[BT]
    Advisors: Mutschler, C.; Philippsen, M.; Edelhäußer, T.: submitted on November 11, 2013
  8. Christoffer Löffler: Netzwerksimulation- und -optimierung von verteilten Ereignisverarbeitungssystemen.[BT]
    Advisors: Mutschler, C.; Philippsen, M.: submitted on November 5, 2012
  9. Jonathan Reuss: Evaluation von Algorithmen zur Positionsdatenkompression.[BT]
    Advisors: Mutschler, C.; Philippsen, M.: submitted on October 2, 2012
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