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20132026
most citedThe Ensemble Kalman Filter: A Signal Processing Perspective

75 citations · 146 across the 23 of their papers we have counts for

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Showing 2023Show all

7 papers · 1 filter

cs.RO2023

MAINS: A Magnetic Field Aided Inertial Navigation System for Indoor Positioning

Chuan Huang, Gustaf Hendeby, Hassen Fourati +2

A Magnetic field Aided Inertial Navigation System (MAINS) for indoor navigation is proposed in this paper. MAINS leverages an array of magnetometers to measure spatial variations i…

eess.SP2023

Unified Linearization-based Nonlinear Filtering

Anton Kullberg, Isaac Skog, Gustaf Hendeby

This letter shows that the following three classes of recursive state estimation filters: standard filters, such as the extended Kalman filter; iterated filters, such as the iterat…

eess.SP2023

On the Relationship Between Iterated Statistical Linearization and Quasi-Newton Methods

Anton Kullberg, Martin A. Skoglund, Isaac Skog +1

This letter investigates relationships between iterated filtering algorithms based on statistical linearization, such as the iterated unscented Kalman filter (IUKF), and filtering…

eess.SP2023★ 2 cited

Using Received Power in Microphone Arrays to Estimate Direction of Arrival

Gustav Zetterqvist, Fredrik Gustafsson, Gustaf Hendeby

Conventional direction of arrival (DOA) estimators are based on array processing using either time differences or beamforming. The proposed approach is based on the received power…

eess.SP2023

Tightly Integrated Motion Classification and State Estimation in Foot-Mounted Navigation Systems

Isaac Skog, Gustaf Hendeby, Manon Kok

A framework for tightly integrated motion mode classification and state estimation in motion-constrained inertial navigation systems is presented. The framework uses a jump Markov…

eess.SP2023★ 1 cited

Track-To-Track Association for Fusion of Dimension-Reduced Estimates

Robin Forsling, Zoran Sjanic, Fredrik Gustafsson +1

Network-centric multitarget tracking under communication constraints is considered, where dimension-reduced track estimates are exchanged. Previous work on target tracking in this…