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Isaac Skog

19 papers hereh-index 456 citations24 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author8
  • last author9

Across the 19 of 19 papers where every author was matched, so the position is known.

fields
  • eess.SP13
  • cs.RO4
  • cs.CV1
  • math.OC1
same name
  • Isaac Skog — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedFusion framework and multimodality for the Laplacian approximation of Bayesian neural networks

2 citations · 3 across the 17 of their papers we have counts for

collaborators
Showing cs.ROShow all

4 papers · 1 filter

cs.RO2025

MI-SLAM: Magnetic Inertial SLAM Systems

Chuan Huang, Gustaf Hendeby, Isaac Skog

Spatially inhomogeneous magnetic fields offer a valuable, non-visual information source for positioning. Among systems leveraging this, magnetic field-based simultaneous localizati…

cs.RO2025

Joint Magnetometer-IMU Calibration via Maximum A Posteriori Estimation

Chuan Huang, Gustaf Hendeby, Isaac Skog

This paper presents a new method for jointly calibrating a magnetometer and inertial measurement unit (IMU), focusing on balancing calibration accuracy and computational efficiency…

cs.RO2024

An Observability-Constrained Magnetic Field-Aided Inertial Navigation System -- Extended Version

Chuan Huang, Gustaf Hendeby, Isaac Skog

Maintaining consistent uncertainty estimates in localization systems is crucial as the perceived uncertainty commonly affects high-level system components, such as control or decis…

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…

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