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
Gianluigi PillonettoProfessor of Automatic Control, University of PadovaVerified email at dei.unipd.it
Qinghua ZhangInriaVerified email at inria.fr
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
Urban ForssellCEO Neonode Inc.Verified email at neonode.com
Jacob RollVision Predevelopment, VeoneerVerified email at veoneer.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
Martin EnqvistAssociate Professor in Automatic Control, Linköping UniversityVerified email at isy.liu.se
Biqiang MuAssociate ProfessorVerified email at amss.ac.cn
Adrian WillsUniversity of Newcastle AustraliaVerified email at newcastle.edu.au

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	38628	1998
Theory and practice of recursive identification L Ljung, T Söderström MIT Press, 1983	5828	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	2780	1995
Analysis of recursive stochastic algorithms L Ljung IEEE transactions on automatic control 22 (4), 551-575, 1977	2023	1977
System identification toolbox: User's guide L Ljung MathWorks Incorporated, 1995	1852*	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	1497	1979
Modeling of dynamic systems L Ljung, T Glad Prentice-Hall, Inc., 1994	1247	1994
Closed-loop Identification Revisited U Forssell, L Ljung Automatica, 1998	1044	1998
Theory and applications of self-tuning regulators KJ Åström, U Borisson, L Ljung, B Wittenmark Automatica 13 (5), 457-476, 1977	940	1977
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	931	2014
On global identifiability for arbitrary model parametrizations L Ljung, T Glad automatica 30 (2), 265-276, 1994	917	1994
Control theory T Glad, L Ljung CRC press, 2018	783	2018
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	677	1996
Identification of processes in closed loop—identifiability and accuracy aspects I Gustavsson, L Ljung, T Söderström Automatica 13 (1), 59-75, 1977	665	1977
Perspectives on system identification L Ljung Annual Reviews in Control 34 (1), 1-12, 2010	643	2010
Convergence analysis of parametric identification methods L Ljung IEEE transactions on automatic control 23 (5), 770-783, 1978	634	1978
Nonlinear system identification: A user-oriented road map J Schoukens, L Ljung IEEE Control Systems Magazine 39 (6), 28-99, 2019	580	2019
Adaptation and tracking in system identification—A survey L Ljung, S Gunnarsson Automatica 26 (1), 7-21, 1990	561	1990
On positive real transfer functions and the convergence of some recursive schemes L Ljung IEEE Transactions on Automatic Control 22 (4), 539-551, 2003	543	2003
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	540	1995

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