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Johansson, Stefan
Publications (10 of 17) Show all publications
Araújo, J., López Sánchez, F., Johansson, S., Westman, A. & Bodin, M. (2025). Efficient computation and visualization of ionospheric volumetric images for the enhanced interpretation of Incoherent scatter radar data. Applied Computing and Geosciences, 26, Article ID 100245.
Open this publication in new window or tab >>Efficient computation and visualization of ionospheric volumetric images for the enhanced interpretation of Incoherent scatter radar data
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2025 (English)In: Applied Computing and Geosciences, E-ISSN 2590-1974, Vol. 26, article id 100245Article in journal (Refereed) Published
Abstract [en]

Incoherent scatter radar (ISR) techniques provide reliable measurements for the analysis of ionospheric plasma. Recent developments in ISR technologies allow the generation of high-resolution 3D data. Examples of such technologies employ the so-called phased-array antenna systems like the AMISR systems in North America or the upcoming EISCAT_3D in the Northern Fennoscandia region. EISCAT_3D will be capable of generating the highest resolution ISR datasets that have ever been measured. We present a novel fast computational strategy for the generation of high-resolution and smooth volumetric ionospheric images that represent ISR data. Through real-time processing, our computational framework will enable a fast decision-making during the monitoring process, where the experimental parameters are adapted in real time as the radars monitor specific phenomena. Real-time monitoring would allow the radar beams to be conveniently pointed at regions of interest and would therefore increase the science impact. We describe our strategy, which implements a flexible mesh generator along with an efficient interpolator specialized for ISR technologies. The proposed strategy is generic in the sense that it can be applied to a large variety of data sets and supports interactive visual analysis and exploration of ionospheric data, supplemented by interactive data transformations and filters.

Place, publisher, year, edition, pages
Elsevier, 2025
Keywords
Flexible mesh generation, Incoherent scatter radar, Large-scale ISR data, Real-time monitoring, Volumetric ionospheric images
National Category
Fusion, Plasma and Space Physics
Identifiers
urn:nbn:se:umu:diva-239177 (URN)10.1016/j.acags.2025.100245 (DOI)001498519900001 ()2-s2.0-105005496566 (Scopus ID)
Funder
Marcus and Amalia Wallenberg Foundation
Available from: 2025-06-13 Created: 2025-06-13 Last updated: 2025-06-13Bibliographically approved
Dmytryshyn, A., Johansson, S., Kågström, B. & Van Dooren, P. (2020). Geometry of Matrix Polynomial Spaces. Foundations of Computational Mathematics, 20(3), 423-450
Open this publication in new window or tab >>Geometry of Matrix Polynomial Spaces
2020 (English)In: Foundations of Computational Mathematics, ISSN 1615-3375, E-ISSN 1615-3383, Vol. 20, no 3, p. 423-450Article in journal (Refereed) Published
Abstract [en]

We study how small perturbations of general matrix polynomials may change their elementary divisors and minimal indices by constructing the closure hierarchy (stratification) graphs of matrix polynomials' orbits and bundles. To solve this problem, we construct the stratification graphs for the first companion Fiedler linearization of matrix polynomials. Recall that the first companion Fiedler linearization as well as all the Fiedler linearizations is matrix pencils with particular block structures. Moreover, we show that the stratification graphs do not depend on the choice of Fiedler linearization which means that all the spaces of the matrix polynomial Fiedler linearizations have the same geometry (topology). This geometry coincides with the geometry of the space of matrix polynomials. The novel results are illustrated by examples using the software tool StratiGraph extended with associated new functionality.

Place, publisher, year, edition, pages
Springer, 2020
Keywords
Matrix polynomials, Stratifications, Matrix pencils, Fiedler linearization, Canonical structure information, Orbit, Bundle
National Category
Computational Mathematics Computer and Information Sciences
Identifiers
urn:nbn:se:umu:diva-163512 (URN)10.1007/s10208-019-09423-1 (DOI)000531825900002 ()2-s2.0-85068193369 (Scopus ID)
Funder
eSSENCE - An eScience CollaborationSwedish Research Council, E0485301
Available from: 2019-09-24 Created: 2019-09-24 Last updated: 2020-10-15Bibliographically approved
Dmytryshyn, A., Johansson, S. & Kågström, B. (2017). Canonical structure transitions of system pencils. SIAM Journal on Matrix Analysis and Applications, 38(4), 1249-1267
Open this publication in new window or tab >>Canonical structure transitions of system pencils
2017 (English)In: SIAM Journal on Matrix Analysis and Applications, ISSN 0895-4798, E-ISSN 1095-7162, Vol. 38, no 4, p. 1249-1267Article in journal (Refereed) Published
Abstract [en]

We investigate the changes of the canonical structure information under small perturbations for a system pencil associated with a (generalized) linear time-invariant state-space system. The equivalence class of the pencil is taken with respect to feedback-injection equivalence transformations. The results allow us to track possible changes of important linear system characteristics under small perturbations.

Place, publisher, year, edition, pages
Society for Industrial and Applied Mathematics, 2017
National Category
Mathematics Computer and Information Sciences
Research subject
business data processing
Identifiers
urn:nbn:se:umu:diva-139924 (URN)10.1137/16M1097857 (DOI)000418665600009 ()2-s2.0-85022337450 (Scopus ID)
Funder
Swedish Research Council, E0485301Swedish Research Council, eSSENCE
Available from: 2017-09-26 Created: 2017-09-26 Last updated: 2023-03-24Bibliographically approved
Dmytryshyn, A., Johansson, S. & Kågström, B. (2015). Canonical structure transitions of system pencils.
Open this publication in new window or tab >>Canonical structure transitions of system pencils
2015 (English)Report (Other academic)
Abstract [en]

We investigate the changes under small perturbations of the canonical structure information for a system pencil (A B C D) − s (E 0 0 0), det(E) ≠ 0, associated with a (generalized) linear time-invariant state-space system. The equivalence class of the pencil is taken with respect to feedback-injection equivalence transformation. The results allow to track possible changes under small perturbations of important linear system characteristics.

Publisher
p. 26
Series
Report / UMINF, ISSN 0348-0542 ; 15.15
Keywords
linear system, descriptor system, state-space system, system pencil, matrix pencil, orbit, bundle, perturbation, versal deformation, stratification
National Category
Mathematics Computer and Information Sciences Electrical Engineering, Electronic Engineering, Information Engineering Civil Engineering
Identifiers
urn:nbn:se:umu:diva-111632 (URN)
Funder
eSSENCE - An eScience CollaborationSwedish Research Council, E048530
Available from: 2015-11-18 Created: 2015-11-18 Last updated: 2018-06-07Bibliographically approved
Dmytryshyn, A., Johansson, S., Kågström, B. & Van Dooren, P. (2015). Geometry of spaces for matrix polynomial Fiedler linearizations.
Open this publication in new window or tab >>Geometry of spaces for matrix polynomial Fiedler linearizations
2015 (English)Report (Other academic)
Abstract [en]

We study how small perturbations of matrix polynomials may change their elementary divisors and minimal indices by constructing the closure hierarchy graphs (stratifications) of orbits and bundles of matrix polynomial Fiedler linearizations. We show that the stratifica-tion graphs do not depend on the choice of Fiedler linearization which means that all the spaces of the matrix polynomial Fiedler lineariza-tions have the same geometry (topology). The results are illustrated by examples using the software tool StratiGraph.

Publisher
p. 28
Series
Report / UMINF, ISSN 0348-0542 ; 15.17
National Category
Mathematics Computer and Information Sciences
Identifiers
urn:nbn:se:umu:diva-111639 (URN)
Funder
Swedish Research Council, E0485301eSSENCE - An eScience Collaboration
Available from: 2015-11-18 Created: 2015-11-18 Last updated: 2018-06-07Bibliographically approved
Dmytryshyn, A., Johansson, S. & Kågström, B. (2013). Codimension computations of congruence orbits of matrices, symmetric and skew-symmetric matrix pencils using Matlab. Umeå: Umeå Universitet
Open this publication in new window or tab >>Codimension computations of congruence orbits of matrices, symmetric and skew-symmetric matrix pencils using Matlab
2013 (English)Report (Other academic)
Abstract [en]

Matlab functions to work with the canonical structures for congru-ence and *congruence of matrices, and for congruence of symmetricand skew-symmetric matrix pencils are presented. A user can providethe canonical structure objects or create (random) matrix examplesetups with a desired canonical information, and compute the codi-mensions of the corresponding orbits: if the structural information(the canonical form) of a matrix or a matrix pencil is known it isused for the codimension computations, otherwise they are computednumerically. Some auxiliary functions are provided too. All thesefunctions extend the Matrix Canonical Structure Toolbox.

Place, publisher, year, edition, pages
Umeå: Umeå Universitet, 2013. p. 41
Series
Report / UMINF, ISSN 0348-0542 ; 13.18
Keywords
Congruence; *congruence; Symmetric matrix pencils; Skew-symmetric matrix pencils; Orbits; Codimension; MATLAB
National Category
Computer Sciences Computational Mathematics
Research subject
Numerical Analysis; Computer Science
Identifiers
urn:nbn:se:umu:diva-80524 (URN)
Available from: 2013-09-19 Created: 2013-09-19 Last updated: 2018-06-08Bibliographically approved
Johansson, S., Kågström, B. & Van Dooren, P. (2013). Stratification of full rank polynomial matrices. Linear Algebra and its Applications, 439(4), 1062-1090
Open this publication in new window or tab >>Stratification of full rank polynomial matrices
2013 (English)In: Linear Algebra and its Applications, ISSN 0024-3795, E-ISSN 1873-1856, Vol. 439, no 4, p. 1062-1090Article in journal (Refereed) Published
Abstract [en]

We show that perturbations of polynomial matrices of full normal-rank can be analyzed viathe study of perturbations of companion form linearizations of such polynomial matrices.It is proved that a full normal-rank polynomial matrix has the same structural elements asits right (or left) linearization. Furthermore, the linearized pencil has a special structurethat can be taken into account when studying its stratification. This yields constraintson the set of achievable eigenstructures. We explicitly show which these constraints are.These results allow us to derive necessary and sufficient conditions for cover relationsbetween two orbits or bundles of the linearization of full normal-rank polynomial matrices.The stratification rules are applied to and illustrated on two artificial polynomial matricesand a half-car passive suspension system with four degrees of freedom.

Place, publisher, year, edition, pages
Elsevier, 2013
Keywords
polynomial matrices, matrix pencils, linearization, perturbations, stratification, closure hierarchy, cover relations, StratiGraph
National Category
Computational Mathematics Computer Sciences
Research subject
Numerical Analysis; Automatic Control
Identifiers
urn:nbn:se:umu:diva-71154 (URN)10.1016/j.laa.2012.12.013 (DOI)000321084700021 ()2-s2.0-84879881922 (Scopus ID)
Funder
Swedish Foundation for Strategic Research , A3 02:128
Available from: 2013-05-21 Created: 2013-05-21 Last updated: 2023-03-24Bibliographically approved
Kågström, B., Johansson, S. & Johansson, P. (2012). StratiGraph Tool: Matrix Stratifications in Control Applications. In: Lorenz T. Biegler, Stephen L. Champbell, Volker Mehrmann (Ed.), Control and Optimization with Differential-Algebraic Constraints: (pp. 79-103). Philadelphia: Society for Industrial and Applied Mathematics
Open this publication in new window or tab >>StratiGraph Tool: Matrix Stratifications in Control Applications
2012 (English)In: Control and Optimization with Differential-Algebraic Constraints / [ed] Lorenz T. Biegler, Stephen L. Champbell, Volker Mehrmann, Philadelphia: Society for Industrial and Applied Mathematics, 2012, p. 79-103Chapter in book (Refereed)
Abstract [en]

In this contribution, the software tool StratiGraph for computing and visualizing closurehierarchy graphs associated with different orbit and bundle stratifications is presented. Inaddition, we review the underlying theory and illustrate how StratiGraph can be used toanalyze descriptor system models via their associated system pencils. The stratificationtheory provides information for a deeper understanding of how the dynamics of a controlsystem and its system characteristics behave under perturbations.

Place, publisher, year, edition, pages
Philadelphia: Society for Industrial and Applied Mathematics, 2012
Series
Advances in Design and Control ; 23
Keywords
Stratification, differential-algebraic equations, descriptor systems, Kronecker structures, orbit, bundle, closure hierarchy, cover relations, StratiGraph
National Category
Computational Mathematics Computer Sciences
Research subject
Numerical Analysis; Automatic Control
Identifiers
urn:nbn:se:umu:diva-61417 (URN)978-1-611972-24-5 (ISBN)
Funder
eSSENCE - An eScience CollaborationSwedish Foundation for Strategic Research , A3 02:128
Available from: 2012-11-13 Created: 2012-11-13 Last updated: 2019-06-26Bibliographically approved
Kågström, B., Johansson, S. & Johansson, P. (2011). StratiGraph Tool: Matrix Stratifications in Control Applications. Umeå: Department of Computing Science, Umeå University
Open this publication in new window or tab >>StratiGraph Tool: Matrix Stratifications in Control Applications
2011 (English)Report (Other academic)
Abstract [en]

In this contribution, the software tool StratiGraph for computing and visualizing closure hierarchy graphs associated with different orbit and bundle stratifications is presented. In addition, we review the underlying theory and illustrate how StratiGraph can be used to analyze descriptor system models via their associated system pencils. The stratification theory provides information for a deeper understanding of how the dynamics of a control system and its system characteristics behave under perturbations.

Place, publisher, year, edition, pages
Umeå: Department of Computing Science, Umeå University, 2011. p. 24
Series
Report / UMINF, ISSN 0348-0542 ; 11.12
Keywords
Stratification, differential-algebraic equations, descriptor systems, Kronecker structures, orbit, bundle, closure hierarchy, cover relations, StratiGraph
National Category
Computer Sciences Computational Mathematics
Research subject
Numerical Analysis; Automatic Control
Identifiers
urn:nbn:se:umu:diva-50774 (URN)
External cooperation:
Available from: 2012-01-02 Created: 2011-12-21 Last updated: 2019-06-26Bibliographically approved
Gusev, S., Johansson, S., Kågström, B., Shiriaev, A. & Varga, A. (2010). A numerical evaluation of solvers for the periodic riccati differential equation. BIT Numerical Mathematics, 50(2), 301-329
Open this publication in new window or tab >>A numerical evaluation of solvers for the periodic riccati differential equation
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2010 (English)In: BIT Numerical Mathematics, ISSN 0006-3835, E-ISSN 1572-9125, Vol. 50, no 2, p. 301-329Article in journal (Refereed) Published
Abstract [en]

Efficient and accurate structure exploiting numerical methods for solvingthe periodic Riccati differential equation (PRDE) are addressed. Such methods areessential, for example, to design periodic feedback controllers for periodic controlsystems. Three recently proposed methods for solving the PRDE are presented andevaluated on challenging periodic linear artificial systems with known solutions and applied to the stabilization of periodic motions of mechanical systems. The first twomethods are of the type multiple shooting and rely on computing the stable invariantsubspace of an associated Hamiltonian system. The stable subspace is determinedusing either algorithms for computing an ordered periodic real Schur form of a cyclicmatrix sequence, or a recently proposed method which implicitly constructs a stabledeflating subspace from an associated lifted pencil. The third method reformulatesthe PRDE as a convex optimization problem where the stabilizing solution is approximatedby its truncated Fourier series. As known, this reformulation leads to a semidefiniteprogramming problem with linear matrix inequality constraints admitting aneffective numerical realization. The numerical evaluation of the PRDE methods, withfocus on the number of states (n) and the length of the period (T ) of the periodicsystems considered, includes both quantitative and qualitative results.

Place, publisher, year, edition, pages
Springer, 2010
Keywords
Periodic systems, Periodic Riccati differential equations, Orbital stabilization, Periodic real Schur form, Periodic eigenvalue reordering, Hamiltonian systems, Linear matrix inequalities, Numerical methods
National Category
Computer Sciences
Research subject
Numerical Analysis
Identifiers
urn:nbn:se:umu:diva-39652 (URN)10.1007/s10543-010-0257-5 (DOI)000277283100005 ()2-s2.0-77952010194 (Scopus ID)
Available from: 2011-02-03 Created: 2011-02-03 Last updated: 2023-03-24Bibliographically approved
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