Matthias Hummert

According to our database, Matthias Hummert authored at least 7 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

A Deep Variational Approach to Multiterminal Joint Source-Channel Coding Based on Information Bottleneck Principle.

Shayan Hassanpour, Matthias Hummert, Dirk Wübben, Armin Dekorsy

IEEE Open J. Commun. Soc., 2025

2024

Improving NOMA Performance by Application of Autoencoders and Equidistant Power Allocation.

Matthias Hummert, Niklas Bulk, Carsten Bockelmann, Dirk Wübben, Armin Dekorsy

Proceedings of the 27th International Workshop on Smart Antennas, 2024

Deep FAVIB: Deep Learning-Based Forward-Aware Quantization via Information Bottleneck Method.

Matthias Hummert, Shayan Hassanpour, Dirk Wübben, Armin Dekorsy

Proceedings of the IEEE International Conference on Communications, 2024

Deep Learning-Based Forward-Aware Quantization for Satellite-Aided Communications via Information Bottleneck Method.

Matthias Hummert, Shayan Hassanpour, Dirk Wübben, Armin Dekorsy

Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2024

2021

Machine Learning Scaled Belief Propagation for Short Codes.

Matthias Hummert, Dirk Wübben, Armin Dekorsy

Proceedings of the 94th IEEE Vehicular Technology Conference, 2021

Neural Network-based Forecasting of Decodability for Early ARQ.

Matthias Hummert, Dirk Wübben, Armin Dekorsy

Proceedings of the 17th International Symposium on Wireless Communication Systems, 2021

2020

DeEQ: Deep Equalization for Large MIMO Systems.

Matthias Hummert, Dirk Wübben, Armin Dekorsy

Proceedings of the 24th International ITG Workshop on Smart Antennas, 2020