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20212024
most citedA Neural-enhanced Factor Graph-based Algorithm for Robust Positioning in Obstructed LOS Situations

8 citations · 8 across the 5 of their papers we have counts for

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5 papers

eess.SP2024

Fusion of Active and Passive Measurements for Robust and Scalable Positioning

Hong Zhu, Alexander Venus, Erik Leitinger +2

This paper addresses the challenge of achieving reliable and robust positioning of a mobile agent, such as a radio device carried by a person, in scenarios where direct line-of-sig…

eess.SP2023

Graph-based Simultaneous Localization and Bias Tracking

Alexander Venus, Erik Leitinger, Stefan Tertinek +2

We present a factor graph formulation and particle-based sum-product algorithm for robust localization and tracking in multipath-prone environments. The proposed sequential algorit…

eess.SP2023★ 8 cited

A Neural-enhanced Factor Graph-based Algorithm for Robust Positioning in Obstructed LOS Situations

Alexander Venus, Erik Leitinger, Stefan Tertinek +1

This paper presents a neural-enhanced probabilistic model and corresponding factor graph-based sum-product algorithm for robust localization and tracking in multipath-prone environ…

eess.SP2022

A Graph-based Algorithm for Robust Sequential Localization Exploiting Multipath for Obstructed-LOS-Bias Mitigation

Alexander Venus, Erik Leitinger, Stefan Tertinek +1

This paper presents a factor graph formulation and particle-based sum-product algorithm (SPA) for robust sequential localization in multipath-prone environments. The proposed algor…

cs.IT2021

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

Alexander Venus, Erik Leitinger, Stefan Tertinek +1

We present a message passing algorithm for localization and tracking in multipath-prone environments that implicitly considers obstructed line-of-sight situations. The proposed ada…