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Erik Leitinger

3 accepted papers

2023

Self-Attention for Enhanced OAMP Detection in MIMO Systems

ICASSP 2023accepted

Multiple-Input Multiple-Output (MIMO) systems are essential for wireless communications. Since classical algorithms for symbol detection in MIMO setups require large computational resources or provide poor results, data-driven algorithms are becoming more popular. Most of the proposed algorithms, ho…

Cited by 2SourceScholar
2023

Variational Message Passing-Based Respiratory Motion Estimation and Detection Using Radar Signals

ICASSP 2023accepted

We present a variational message passing (VMP)-based approach to detect the presence of a person based on their respiratory chest motion using multistatic ultra-wideband (UWB) radar. In the process, the respiratory motion is estimated for contact-free vital sign monitoring. The received signal is mo…

Cited by 0SourceScholar
2022

Message Passing-Based Cooperative Localization with Embedded Particle Flow

ICASSP 2022accepted

Cooperative localization is an enabling technology for the IoT that will introduce innovative services for modern convenience and public safety. Particle-based belief propagation (BP) is a state-of-the-art method for cooperative localization. However, in large and dense cooperative localization netw…

Cited by 0SourceScholar