Johannes Voigt, M.Sc.
- Research and Education Associate
- group:
Prof. Rost
- room: 211
Campus West 06.45 - johannes voigt ∂ kit edu
- Hertzstr. 16
76187 Karlsruhe
Research Topics
- Research and development of novel Media Access Control (MAC) protocols based on Deep Learning
- Mobility management optimization in radio access networks (RAN) using deep reinforcement learning
Teaching
- Tutorial Wahrscheinlichkeitstheorie (since WS 22/23)
- Tutorial Mobile Communications (since WS 22/23)
Current Theses
Theses
Open Theses
Title | Supervisor | Type |
---|---|---|
There are currently no open theses. |
Theses In Progress
Title | Supervisor | Type |
---|---|---|
Efficient Handover Protocol in Cellular Networks: a MADDPG-controlled Multi-Agent Learning Approach | Johannes Voigt | MA |
Full List of Publications
Conference papers
-
J. Voigt, P. J. Gu and P. Rost, "A deep reinforcement learning-based approach for adaptive handover protocols," Proc. Intl. ITG Conf. on Systems, Communications, and Coding (SCC), Karlsruhe, Germany, Mar. 2025
[ Cite ] -
J. Voigt, H. Jäkel and L. Schmalen, "Semi-deterministic subspace selection for sparse recursive projection-aggregation decoding of Reed-Muller codes," Proc. Intl. Workshop on Smart Antennas and ITG Conf. on Systems, Communications, and Coding (WSA-SCC), Braunschweig, Germany, Feb. 2023, https://arxiv.org/abs/2211.01204
[ Cite ]