Fredrik Gustafsson

Fredrik Gustafsson

Professor

My research interests are in stochastic signal processing, adaptive filtering and change detection, with applications to communication, vehicular, airborne, audio and wildlife applications.

Professor in Sensor Informatics

Fredrik Gustafsson is professor in Sensor Informatics at Department of Electrical Engineering, 91视频, since 2005.

He received the M.Sc. degree in electrical engineering 1988 and the Ph.D. degree in Automatic Control, 1992, both from Link枚ping University. During 1992-1999 he held various positions in automatic control, and 1999-2005 he was professor in Communication Systems.

Short texts

Editorships

He was an associate editor for;

IEEE Transactions of Signal Processing 2000-2006
Journal on Observations and Navigation 2008-2011
EURASIP Journal on Applied Signal Processing 2009-2012
IEEE Transactions on Aerospace and Electronic Systems 2010-2012
He was head of the Signal and Systems review panel for the Swedish Research Council (VR) 2009, 2011 and 2012

Fellowships

Distinguished Professor (rådsprofessor) awarded from the Swedish Research Council 2015-2024
IEEE Fellow (2011)
Elected member of the Royal Academy of Engineering Sciences (IVA) 2007

Awards

Arnberg prize 2004 from the Royal Swedish Academy of Science (KVA)
SAAB award in the name of former CEO Åke Svensson 2011
Entrepreneurial researcher of the year at Linköping University, 2012
Harry Rowe Mimno Best Paper Award 2011 for the tutorial "Particle Filter Theory and Practice with Positioning Applications", which was published in the IEEE AESS Magazine in July 2010
Automatica Best Paper Award 2012 for the paper ``Smoothed state estimates under abrupt changes using sum-of-norms regularization'', co-authored with H. Ohlsson, L. Ljung and S. Boyd

Publications

Armin Spreco, 脰rjan Dahlstr枚m, Dennis Nordvall, Cecilia Fagerstrom, Eva Blomqvist, Fredrik Gustafsson, Christer Andersson, Rune Sj枚dahl, Olle Eriksson, Jorma Hinkula, Thomas Sch枚n, Toomas Timpka, , Vaccines 12:763 (2024)

Daniel Goderik, Albin Westlund, Gustav Zetterqvist, Fredrik Gustafsson, Gustaf Hendeby, , 2024 27th International Conference on Information Fusion (FUSION), IEEE (ed.), Institute of Electrical and Electronics Engineers (IEEE) (2024)

Farnaz Adib Yaghmaie, Hamidreza Modares, Fredrik Gustafsson, , IEEE Transactions on Automatic Control 69:6397-6404 (2024)

Jakob 脜slund, Fredrik Gustafsson, Gustaf Hendeby, , 2024 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, Institute of Electrical and Electronics Engineers (IEEE) (2024)

Magnus Malmstr枚m, Anton Kullberg, Isaac Skog, Daniel Axehill, Fredrik Gustafsson, , IEEE Signal Processing Letters 31:376-380 (2024)

Research

WASP at Department of Electrical Engineering (ISY)

WASP Computer Vision Laboratory, WASP Sensor fusion, WASP Vehicular Systems and WASP Optimization for Learning and Autonomy are located at the Department of Electrical Engineering (ISY) on Campus Valla in Linköping.

Reseach projects

Data-based Ship Modeling for Marine Automation

How can sensor data and data-based modeling be used to make cargo ships more efficient, with the long-term goal to develop fully autonomous ships? This is the topic in this industry-oriented research project.

Smart savannahs

With the help of modern security technology, apps and drones, endangered rhinoceros and elephants can be protected from poachers.

News

21 July 2021

Smart cameras for conservation biology

Machine learning and smart cameras will be used to make it easier to monitor the large animals in African nature reserves. The technology has been developed by scientists and students at 91视频.

01 June 2021

Technology to stop poaching

The black market in rhinoceros horn is worth billions of dollars, and poaching is driving the species towards extinction. However, the drive against poaching is now to be given new impetus with the aid of the most recent technology.

Fredrik Gustafsson and Toomas Timpka looks into the camera.

28 December 2020

Researchers critical to flawed Covid-19-models

Reports from Imperial College regarding the spread and the effects of Covid-19 had considerable policy impacts in several European countries. But the models that informed the reports have considerable flaws, according to LiU-researchers.