Lennart Ljung

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Torsten SöderströmUppsala universityVerified email at it.uu.se
Chen TianshiThe Chinese University of Hong Kong, Shenzhen, ChinaVerified email at cuhk.edu.cn
Håkan HjalmarssonCentre for Advanced Bioproduction, Linnaeus Centre ACCESS, School of EE and CSVerified email at kth.se
Qinghua ZhangInriaVerified email at inria.fr
Henrik OhlssonChief and VP of Data Science, C3 AI/Visiting Prof., UC Berkeley/Assistant Prof., LinköpingVerified email at isy.liu.se
Jonas SjöbergProfessor at Dept of Electrical Engineering, Chalmers University of TechnologyVerified email at chalmers.se
Thomas Kailathstanford universityVerified email at stanford.edu
Urban ForssellCEO Neonode Inc.Verified email at neonode.com
Jacob RollVision Predevelopment, VeoneerVerified email at veoneer.com
Fredrik GustafssonProf, Linköping University, SwedenVerified email at liu.se
Tomas McKelveyProfessor, Department of Electrical Engineering, Signal Processing, Chalmers University ofVerified email at chalmers.se
Bo WahlbergProfessor Automatic Control, KTH Royal Institute of TechnologyVerified email at kth.se
Gianluigi PillonettoProfessor of Automatic Control, University of PadovaVerified email at dei.unipd.it
Anatoli JuditskyProfessor UGAVerified email at univ-grenoble-alpes.fr
Thomas SchönProfessor, Uppsala UniversityVerified email at it.uu.se
Svante GunnarssonLinköping UniversityVerified email at isy.liu.se
Adrian WillsUniversity of Newcastle AustraliaVerified email at newcastle.edu.au
Karl Johan ÅströmDepartment of Automatic Control, Lund UniversityVerified email at control.lth.se
Björn WittenmarkProfessor emeritus, Lund UniversityVerified email at control.lth.se
Martin EnqvistAssociate Professor in Automatic Control, Linköping UniversityVerified email at isy.liu.se

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	34053	1998
Theory and practice of recursive identification L Ljung, T Söderström MIT Press, 1983	4875	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	2538	1995
Analysis of recursive stochastic algorithms L Ljung IEEE transactions on automatic control 22 (4), 551-575, 1977	1834	1977
System identification toolbox: User's guide L Ljung MathWorks Incorporated, 1995	1666*	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	1366	1979
Modeling of dynamic systems L Ljung, T Glad Prentice-Hall, Inc., 1994	1134	1994
Closed-loop Identification Revisited U Forssell, L Ljung Automatica, 1998	942	1998
Theory and applications of self-tuning regulators KJ Åström, U Borisson, L Ljung, B Wittenmark Automatica 13 (5), 457-476, 1977	877	1977
On global identifiability for arbitrary model parametrizations L Ljung, T Glad Automatica 30 (2), 265-276, 1994	790	1994
Control theory T Glad, L Ljung CRC press, 2018	628	2018
Perspectives on system identification L Ljung Annual Reviews in Control 34 (1), 1-12, 2010	625	2010
Identification of processes in closed loop—identifiability and accuracy aspects I Gustavsson, L Ljung, T Söderström Automatica 13 (1), 59-75, 1977	617	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	614	2014
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	576	1996
Convergence analysis of parametric identification methods L Ljung IEEE transactions on automatic control 23 (5), 770-783, 1978	573	1978
Adaptation and tracking in system identification—A survey L Ljung, S Gunnarsson Automatica 26 (1), 7-21, 1990	537	1990
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	510	1995
On positive real transfer functions and the convergence of some recursive schemes L Ljung IEEE Transactions on Automatic Control 22 (4), 539-551, 1977	510	1977
Identification of piecewise affine systems via mixed-integer programming J Roll, A Bemporad, L Ljung Automatica 40 (1), 37-50, 2004	460	2004

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