Erik Leitinger | DeepAI

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∙ 03/14/2023

Self-attention for Enhanced OAMP Detection in MIMO Systems

Multiple-Input Multiple-Output (MIMO) systems are essential for wireless...

0 Alexander Fuchs, et al. ∙

∙ 09/12/2021

Sequential Detection and Estimation of Multipath Channel Parameters Using Belief Propagation

This paper proposes a belief propagation (BP)-based algorithm for sequen...

0 Xuhong Li, et al. ∙

∙ 03/24/2021

A Message Passing based Adaptive PDA Algorithm for Robust Radio-based Localization and Tracking

We present a message passing algorithm for localization and tracking in ...

0 Alexander Venus, et al. ∙

∙ 03/23/2021

Multipath-based SLAM using Belief Propagation with Interacting Multiple Dynamic Models

In this paper, we present a Bayesian multipath-based simultaneous locali...

0 Erik Leitinger, et al. ∙

∙ 11/11/2018

Massive MIMO-based Localization and Mapping Exploiting Phase Information of Multipath Components

In this paper, we present a robust multipath-based localization and mapp...

0 Xuhong Li, et al. ∙

∙ 01/13/2018

A Scalable Belief Propagation Algorithm for Radio Signal Based SLAM

We present a simultaneous localization and mapping (SLAM) algorithm that...

0 Erik Leitinger, et al. ∙

∙ 08/21/2017

Deep Convolutional Neural Networks for Massive MIMO Fingerprint-Based Positioning

This paper provides an initial investigation on the application of convo...

0 Joao Vieira, et al. ∙

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