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20132026
most citedA Belief Propagation Algorithm for Multipath-Based SLAM

249 citations · 374 across the 50 of their papers we have counts for

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Showing 2021Show all

6 papers · 1 filter

eess.SP2021

Multipath-based Localization and Tracking considering Off-Body Channel Effects

Thomas Wilding, Erik Leitinger, Klaus Witrisal

This paper deals with multipath-based positioning and tracking in off-body channels. An analysis of the effects introduced by the human body and the implications on positioning and…

cs.IT2021★ 38 cited

Sequential Detection and Estimation of Multipath Channel Parameters Using Belief Propagation

Xuhong Li, Erik Leitinger, Alexander Venus +1

This paper proposes a belief propagation (BP)-based algorithm for sequential detection and estimation of multipath component (MPC) parameters based on radio signals. Under dynamic…

eess.SP2021

Statistical Modeling of the Human Body as an Extended Antenna

Thomas Wilding, Erik Leitinger, Ulrich Muehlmann +1

In this paper we investigate the possibility of modeling a single antenna alone and in close proximity to a physical object by means of discrete point source scatterers. The scatte…

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…

eess.SP2021

RSS-based Cooperative Localization and Orientation Estimation Exploiting Directive Antenna Patterns

Lukas Wielandner, Erik Leitinger, Klaus Witrisal

In this paper, we propose a factor-graph-based cooperative positioning algorithm that uses RSS radio measurements and accounts for the directivity of the antennas. This is achieved…

eess.SP2021

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

Erik Leitinger, Stefan Grebien, Klaus Witrisal

In this paper, we present a Bayesian multipath-based simultaneous localization and mapping (SLAM) algorithm that continuously adapts interacting multiple models (IMM) parameters to…