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Computer Science

D-Index
30
Citations
4869
World Ranking
13968
National Ranking
109

Overview

Isaac Skog is affiliated with the Royal Institute of Technology in Sweden. Their research encompasses several fields within engineering and computer science, with a focus on sensor technologies, control systems, and navigation.

The main fields of study for Isaac Skog include:

  • Engineering
  • Computer Science

In terms of subfields, their work spans:

  • Artificial Intelligence
  • Control and Systems Engineering
  • Aerospace Engineering
  • Electrical and Electronic Engineering
  • Ocean Engineering

Isaac Skog has contributed to multiple topics, notably:

  • Target Tracking and Data Fusion in Sensor Networks
  • Control Systems and Identification
  • Inertial Sensor and Navigation
  • Indoor and Outdoor Localization Technologies
  • Robotics and Sensor-Based Localization
  • Fault Detection and Control Systems
  • Neural Networks and Applications

Their recent papers demonstrate an emphasis on sensor calibration, navigation, and anomaly detection. Key publications include:

  • "Online Joint State Inference and Learning of Partially Unknown State-Space Models" (2021), IEEE Transactions on Signal Processing
  • "Self-Calibration of Inertial Sensor Arrays" (2021), IEEE Sensors Journal
  • "MAINS: A Magnetic-Field-Aided Inertial Navigation System for Indoor Positioning" (2024), IEEE Sensors Journal
  • "Learning Motion Patterns in AIS Data and Detecting Anomalous Vessel Behavior" (2021), 2021 IEEE 24th International Conference on Information Fusion (FUSION)
  • "A Tightly-Integrated Magnetic-Field aided Inertial Navigation System" (2022), 2022 25th International Conference on Information Fusion (FUSION)

The publication venues where Isaac Skog frequently publishes are:

  • arXiv (Cornell University)
  • IEEE Sensors Journal
  • IEEE Signal Processing Letters
  • 2021 IEEE 24th International Conference on Information Fusion (FUSION)
  • 2022 25th International Conference on Information Fusion (FUSION)

Isaac Skog collaborates regularly with several coauthors, including:

  • Gustaf Hendeby
  • Anton Kullberg
  • Magnus Malmström
  • Daniel Axehill
  • Fredrik Gustafsson

Best Publications

  • Zero-Velocity Detection—An Algorithm Evaluation

    Isaac Skog;P Handel;J O Nilsson;J Rantakokko

  • In-Car Positioning and Navigation Technologies—A Survey

    I. Skog;P. Handel

  • Calibration of a MEMS inertial measurement unit

    Isaac Skog;Peter Händel

  • Evaluation of zero-velocity detectors for foot-mounted inertial navigation systems

    Isaac Skog;John-Olof Nilsson;Peter Handel

  • Foot-mounted INS for everybody - an open-source embedded implementation

    John-Olof Nilsson;Isaac Skog;Peter Handel;K.V.S. Hari

  • Insurance Telematics: Opportunities and Challenges with the Smartphone Solution

    Peter Handel;Isaac Skog;Johan Wahlstrom;Farid Bonawiede

  • Smartphone-Based Vehicle Telematics: A Ten-Year Anniversary

    Johan Wahlstrom;Isaac Skog;Peter Handel

  • Smartphone-Based Measurement Systems for Road Vehicle Traffic Monitoring and Usage-Based Insurance

    Peter Händel;Jens Ohlsson;Martin Ohlsson;Isaac Skog

  • Cooperative localization by dual foot-mounted inertial sensors and inter-agent ranging

    John-Olof Nilsson;Dave Zachariah;Isaac Skog;Peter Händel

  • A note on the limitations of ZUPTs and the implications on sensor error modeling

    John-Olof Nilsson;Isaac Skog;Peter Händel

  • Inertial Sensor Arrays, Maximum Likelihood, and Cramér–Rao Bound

    Isaac Skog;John-Olof Nilsson;Peter Handel;Arye Nehorai

  • Inertial sensor arrays — A literature review

    John-Olof Nilsson;Isaac Skog

  • Time Synchronization Errors in Loosely Coupled GPS-Aided Inertial Navigation Systems

    I. Skog;P. Handel

  • Fusing the information from two navigation systems using an upper bound on their maximum spatial separation

    Isaac Skog;John-Olof Nilsson;Dave Zachariah;Peter Handel

  • An open-source multi inertial measurement unit (MIMU) platform

    Isaac Skog;John-Olof Nilsson;Peter Handel

  • Calibration of the accelerometer triad of an inertial measurement unit, maximum likelihood estimation and Cramér-Rao bound

    G. Panahandeh;I. Skog;M. Jansson

  • Accurate indoor positioning of firefighters using dual foot-mounted inertial sensors and inter-agent ranging

    John-Olof Nilsson;Jouni Rantakokko;Peter Händel;Isaac Skog

  • A low-cost GPS aided inertial navigation system for vehicle applications

    Isaac Skog;Peter Handel

  • Fifteen Years of Progress at Zero Velocity: A Review

    Johan Wahlstrom;Isaac Skog

  • Foot-Mounted Inertial Navigation and Cooperative Sensor Fusion for Indoor Positioning

    Peter Strömback;Jouni Rantakokko;Sven-Lennart Wirkander;Mikael Alexandersson

  • Zero-Velocity Detection—A Bayesian Approach to Adaptive Thresholding

    Johan Wahlstrom;Isaac Skog;Fredrik Gustafsson;Andrew Markham

  • Pedestrian tracking using an IMU array

    Isaac Skog;John-Olof Nilsson;Peter Handel

  • Indoor Positioning by Ultra-Wideband Radio Aided Inertial Navigation

    Alessio De Angelis;John-Olof Nilsson;Isaac Skog;Peter Händel

Frequent Co-Authors

Peter Händel
Peter Händel Royal Institute of Technology
Arye Nehorai
Arye Nehorai Washington University in St. Louis
Fredrik Gustafsson
Fredrik Gustafsson Linköping University
Joakim Jalden
Joakim Jalden Royal Institute of Technology
Niki Trigoni
Niki Trigoni University of Oxford
Andrew Markham
Andrew Markham University of Oxford
Mats Bengtsson
Mats Bengtsson Royal Institute of Technology
Fredrik Gunnarsson
Fredrik Gunnarsson Ericsson (Sweden)
Bo Wahlberg
Bo Wahlberg Royal Institute of Technology
Gammon M. Earhart
Gammon M. Earhart Washington University in St. Louis

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