2026 Fredrik Gustafsson: Electronics and Electrical Engineering Researcher – H-Index, Publications & Awards

D-Index & Metrics

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Electronics and Electrical Engineering	85	378	368	7	7	794	32650

Discipline name

D-Index

World Ranking

Current World Ranking

National Ranking

Current National Ranking

Publications

Citations

Electronics and Electrical Engineering

378

368

794

32650

Electronics and Electrical Engineering

D-Index

Citations

32650

World Ranking

378

National Ranking

Research.com Recognitions

2026 - Research.com Electronics and Electrical Engineering in Sweden Leader Award
2025 - Research.com Electronics and Electrical Engineering in Sweden Leader Award
2022 - Research.com Electronics and Electrical Engineering in Sweden Leader Award

Overview

Fredrik Gustafsson is a researcher affiliated with Linköping University in Sweden. Their work spans key areas of computer science and engineering, with a focus on artificial intelligence, computer vision and pattern recognition, control and systems engineering, and modeling and simulation.

Their research encompasses several main topics including:

Target tracking and data fusion in sensor networks
Fault detection and control systems
COVID-19 epidemiological studies
Control systems and identification
Anomaly detection techniques and applications
SARS-CoV-2 and COVID-19 research
Neural networks and applications

Fredrik Gustafsson has published extensively in various venues. Their frequent publication outlets include:

arXiv (Cornell University)
bioRxiv (Cold Spring Harbor Laboratory)
IFAC-PapersOnLine
2022 25th International Conference on Information Fusion (FUSION)
IEEE Transactions on Signal Processing

Some recent papers authored or co-authored by Gustafsson include:

"The effect of interventions on COVID-19" (2020) published in Nature
"Image Restoration with Mean-Reverting Stochastic Differential Equations" (2023) published in arXiv (Cornell University)
"Linear Quadratic Control Using Model-Free Reinforcement Learning" (2022) published in IEEE Transactions on Automatic Control
"Bayesian Cooperative Localization Using Received Signal Strength With Unknown Path Loss Exponent: Message Passing Approaches" (2020) published in IEEE Transactions on Signal Processing
"Localization in 3GPP LTE Based on One RTT and One TDOA Observation" (2020) published in IEEE Transactions on Vehicular Technology

Their collaborations include frequent co-authorship with researchers such as Thomas B. Schön, Gustaf Hendeby, Magnus Malmström, Isaac Skog, and Daniel Axehill, reflecting ongoing partnerships in related research areas.

Best Publications

Particle filters for positioning, navigation, and tracking

F. Gustafsson;F. Gunnarsson;N. Bergman;U. Forssell

2458
Citations
Adaptive filtering and change detection

Fredrik Gustafsson

1512
Citations
Mobile positioning using wireless networks: possibilities and fundamental limitations based on available wireless network measurements

F. Gustafsson;F. Gunnarsson

1303
Citations
Particle filter theory and practice with positioning applications

F Gustafsson

926
Citations
Marginalized particle filters for mixed linear/nonlinear state-space models

T. Schon;F. Gustafsson;P.-J. Nordlund

886
Citations
Slip-based tire-road friction estimation

Fredrik Gustafsson

744
Citations
A unifying construction of orthonormal bases for system identification

B. Ninness;F. Gustafsson

599
Citations
Determining the initial states in forward-backward filtering

F. Gustafsson

589
Citations
On Resampling Algorithms for Particle Filters

Jeroen D. Hol;Thomas B. Schon;Fredrik Gustafsson

578
Citations
Marginalized Particle Filters for Nonlinear State-space Models

Thomas Schön;Fredrik Gustafsson;Per-Johan Nordlund

555
Citations
Statistical Sensor Fusion

Fredrik Gustafsson

541
Citations
Some Relations Between Extended and Unscented Kalman Filters

Fredrik Gustafsson;Gustaf Hendeby

501
Citations
Positioning using time-difference of arrival measurements

F. Gustafsson;F. Gunnarsson

501
Citations
Network architecture, methods, and devices for a wireless communications network

Stefan Parkvall;Janne Peisa;Gunnar Mildh;Robert Baldemair

453
Citations
Mobile Positioning Using Wireless Networks

Fredrik Gustafsson;Fredrik Gunnarsson

420
Citations
Accurate and reliable soldier and first responder indoor positioning: multisensor systems and cooperative localization

Jouni Rantakokko;Joakim Rydell;Peter Stromback;Peter Handel

262
Citations
A Student's t filter for heavy tailed process and measurement noise

Michael Roth;Emre Ozkan;Fredrik Gustafsson

247
Citations
The Eighth Visual Object Tracking VOT2020 Challenge Results

Matej Kristan;Aleš Leonardis;Jiří Matas;Michael Felsberg

239
Citations
Fingerprinting Localization in Wireless Networks Based on Received-Signal-Strength Measurements: A Case Study on WiMAX Networks

M. Bshara;U. Orguner;F. Gustafsson;L. Van Biesen

231
Citations
Complexity analysis of the marginalized particle filter

R. Karlsson;T. Schon;F. Gustafsson

218
Citations

Frequent Co-Authors

Fredrik Gunnarsson Ericsson (Sweden)

Lennart Ljung Linköping University

Abdelhak M. Zoubir Technical University of Darmstadt

Håkan Hjalmarsson Royal Institute of Technology

Martin Danelljan ETH Zurich

Michel Verhaegen Delft University of Technology

Thor I. Fossen Norwegian University of Science and Technology

Tor Arne Johansen Norwegian University of Science and Technology

Robert R. Bitmead University of California, San Diego

Iven Mareels IBM (United States)

External Links

Wikipedia of Fredrik Gustafsson Personal website of Fredrik Gustafsson Google Scholar page

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