Johannes Voigt, M.Sc.

Johannes Voigt, M.Sc.

  • 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
Impact of Neural Network Quantization on the Behavior of PPO Agents in Mobile Networks (DE) Peter Rost, Johannes Voigt BA

Theses In Progress

Title Supervisor Type

There are currently no theses in progress.

Full List of Publications

Conference papers

  1. 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, https://arxiv.org/abs/2503.21601
    [ Cite ]  [ Code ]
  2. 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 ]  [ Code ]