16 citations · 19 across the 16 of their papers we have counts for
Showing 2025Show all
2 papers · 1 filter
cs.IT2025
Signal Space-Transformed Expectation Propagation for Symbol Detection in ISI Channels
Jannis Clausius, Luca Schmid, Laurent Schmalen +1
Iterative message passing detection based on expectation propagation (EP) has demonstrated near-optimum performance in many signal processing and communication scenarios. The metho…
cs.IT2025
Joint Detection and Decoding: A Graph Neural Network Approach
Jannis Clausius, Marvin Rübenacke, Daniel Tandler +1
Narrowing the performance gap between optimal and feasible detection in inter-symbol interference (ISI) channels, this paper proposes to use graph neural networks (GNNs) for detect…