Lennart Ljung

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Tianshi CHENProfessor, The Chinese University of Hong Kong, Shenzhen, ChinaVerified email at cuhk.edu.cn
Torsten SöderströmUppsala universityVerified email at it.uu.se
Håkan HjalmarssonCentre for Advanced Bioproduction, Linnaeus Centre ACCESS, School of EE and CSVerified email at kth.se
Henrik OhlssonChief and VP of Data Science, C3 AI/Visiting Prof., UC Berkeley/Assistant Prof., LinköpingVerified email at isy.liu.se
Qinghua ZhangInriaVerified email at inria.fr
Gianluigi PillonettoProfessor of Automatic Control, University of PadovaVerified email at dei.unipd.it
Jonas SjöbergProfessor at Dept of Electrical Engineering, Chalmers University of TechnologyVerified email at chalmers.se
Thomas Kailathstanford universityVerified email at stanford.edu
Fredrik GustafssonProf, Linköping University, SwedenVerified email at liu.se
Tomas McKelveyProfessor, Department of Electrical Engineering, Signal Processing, Chalmers University ofVerified email at chalmers.se
Jacob RollVision Predevelopment, VeoneerVerified email at veoneer.com
Urban ForssellCEO Neonode Inc.Verified email at neonode.com
Bo WahlbergProfessor Automatic Control, KTH Royal Institute of TechnologyVerified email at kth.se
Anatoli JuditskyProfessor at Université Grenoble-AlpesVerified email at univ-grenoble-alpes.fr
Thomas SchönProfessor, Uppsala UniversityVerified email at it.uu.se
Alessandro ChiusoProfessor of Automatic Control, University of PadovaVerified email at dei.unipd.it
De Nicolao GiuseppeProfessore di Automatica, Università di PaviaVerified email at unipv.it
Svante GunnarssonLinköping UniversityVerified email at isy.liu.se
Adrian WillsUniversity of Newcastle AustraliaVerified email at newcastle.edu.au
Biqiang MuAssociate ProfessorVerified email at amss.ac.cn

Lennart Ljung

Professor of Automatic Control, Linköping University, Sweden

Verified email at isy.liu.se - Homepage

System Identification Estimation Adaptive Control Signal Processing


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
System identification L Ljung Signal analysis and prediction, 163-173, 1998	36583	1998
Theory and practice of recursive identification L Ljung, T Söderström MIT Press, 1983	5690	1983
Nonlinear black-box modeling in system identification: a unified overview J Sjöberg, Q Zhang, L Ljung, A Benveniste, B Delyon, PY Glorennec, ... Automatica 31 (12), 1691-1724, 1995	2646	1995
Analysis of recursive stochastic algorithms L Ljung IEEE transactions on automatic control 22 (4), 551-575, 1977	1904	1977
System identification toolbox: User's guide L Ljung MathWorks Incorporated, 1995	1778*	1995
Asymptotic behavior of the extended Kalman filter as a parameter estimator for linear systems L Ljung IEEE Transactions on Automatic Control 24 (1), 36-50, 1979	1431	1979
Modeling of dynamic systems L Ljung, T Glad Prentice-Hall, Inc., 1994	1196	1994
Closed-loop Identification Revisited U Forssell, L Ljung Automatica, 1998	1001	1998
Theory and applications of self-tuning regulators KJ Åström, U Borisson, L Ljung, B Wittenmark Automatica 13 (5), 457-476, 1977	896	1977
On global identifiability for arbitrary model parametrizations L Ljung, T Glad automatica 30 (2), 265-276, 1994	840	1994
Kernel methods in system identification, machine learning and function estimation: A survey G Pillonetto, F Dinuzzo, T Chen, G De Nicolao, L Ljung Automatica 50 (3), 657-682, 2014	753	2014
Control theory T Glad, L Ljung CRC press, 2018	700	2018
Identification of processes in closed loop—identifiability and accuracy aspects I Gustavsson, L Ljung, T Söderström Automatica 13 (1), 59-75, 1977	632	1977
Subspace-based multivariable system identification from frequency response data T McKelvey, H Akçay, L Ljung IEEE Transactions on Automatic control 41 (7), 960-979, 1996	615	1996
Convergence analysis of parametric identification methods L Ljung IEEE transactions on automatic control 23 (5), 770-783, 1978	594	1978
Adaptation and tracking in system identification—A survey L Ljung, S Gunnarsson Automatica 26 (1), 7-21, 1990	549	1990
On positive real transfer functions and the convergence of some recursive schemes L Ljung IEEE Transactions on Automatic Control 22 (4), 539-551, 1977	529	1977
Perspectives on system identification L Ljung Annual Reviews in Control 34 (1), 1-12, 2010	528	2010
Nonlinear black-box models in system identification: Mathematical foundations A Juditsky, H Hjalmarsson, A Benveniste, B Delyon, L Ljung, J Sjöberg, ... Automatica 31 (12), 1725-1750, 1995	521	1995
Identification of piecewise affine systems via mixed-integer programming J Roll, A Bemporad, L Ljung Automatica 40 (1), 37-50, 2004	484	2004

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