Kreuzer, Matthias - Chair of Multimedia Communications and Signal Processing

Matthias Kreuzer, M. Sc.

Department of Electrical-Electronic-Communication Engineering
Chair of Multimedia Communications and Signal Processing (Prof. Dr. Kaup)

Room 05.020
Cauerstr. 7
91058

Office hours

n.V.

Theses (Finished/in Progress)

Bachelor Theses:

Vibration Analysis for the Detection of Bearing Faults

Research Internships:

Blind Sampling Rate Offset Estimation for Wireless Acoustic Sensor Networks through Coherence Drift Estimation
Few-shot Learning for Bearing Fault Analysis
Acoustic Features for the Detection of Bearing Faults in Railway Vehicles

Lehrveranstaltungen

Lab Course Digital Signal Processing
Weitere Informationen sind auf StudOn und Campo zu finden.

Publications

2023

Kreuzer M., Kellermann W.:
1-D Residual Convolutional Neural Network coupled with Data Augmentation and Regularization for the ICPHM 2023 Data Challenge
2023 IEEE International Conference on Prognostics and Health Management, ICPHM 2023 (Montreal, QC, CAN, 5. June 2023 - 7. June 2023)
In: 2023 IEEE International Conference on Prognostics and Health Management, ICPHM 2023 2023
DOI: 10.1109/ICPHM57936.2023.10194183
BibTeX: Download
Kreuzer M., Kellermann W.:
1-D Residual Convolutional Neural Network coupled with Data Augmentation and Regularization Techniques for the ICPHM 2023 Data Challenge
IEEE Conference on Prognostics and Health Management (Montreal, CA, 5. June 2023 - 7. June 2023)
In: 2023 IEEE International Conference on Prognostics and Health Management (ICPHM) 2023
DOI: 10.1109/ICPHM57936.2023.10194183
URL: https://arxiv.org/abs/2304.07305
BibTeX: Download
Kreuzer M., Schmidt D., Wokusch S., Kellermann W.:
Airborne-Sound Analysis for the Detection of Bearing Faults in Railway Vehicles with Real-World Data
IEEE Conference on Prognostics and Health Management (ICPHM) (Montreal, 5. June 2023 - 7. June 2023)
In: 2023 IEEE International Conference on Prognostics and Health Management (ICPHM) 2023
DOI: 10.1109/ICPHM57936.2023.10194026
URL: https://arxiv.org/abs/2304.07307
BibTeX: Download

2021

Kreuzer M., Schmidt A., Kellermann W.:
Novel features for the detection of bearing faults in railway vehicles
Inter-Noise 2021 - The 50th International Congress and Exposition on Noise Control Engineering (Washington, DC, 1. August 2021 - 5. August 2021)
DOI: 10.3397/IN-2021-2537
BibTeX: Download

2016

Lehmann A., Kreuzer M., Deutschmann J., Berold U., Huber J.:
Topology Simulation for Aeronautical Communication Protocols with ns-3 and DCE
In: Proceedings of the Workshop on ns-3 2016
DOI: 10.1145/2915371.2915375
BibTeX: Download