Lennart Ljung

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Citations	76047	15966
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Co-authors

Torsten SöderströmUppsala universityVerified email at it.uu.se
Chen TianshiThe Chinese University of Hong Kong, ShenzhenVerified email at cuhk.edu.cn
Håkan HjalmarssonCentre for Advanced Bioproduction, Linnaeus Centre ACCESS, School of EE and CSVerified email at ee.kth.se
Henrik OhlssonVP of Data Science, C3.ai/Visiting Prof., UC Berkeley/Assistant Prof., Linköping UniversityVerified email at isy.liu.se
Thomas Kailathstanford universityVerified email at stanford.edu
Jonas SjöbergProfessor at Dept of Electrical Engineering, Chalmers University of TechnologyVerified email at chalmers.se
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
Urban ForssellCEO Neonode Inc.Verified email at neonode.com
Bo WahlbergProfessor Automatic Control, KTH Royal Institute of TechnologyVerified email at ee.kth.se
Gianluigi PillonettoProfessor of Automatic Control, University of PadovaVerified email at dei.unipd.it
Björn WittenmarkProfessor emeritus, Lund UniversityVerified email at control.lth.se
Anatoli JuditskyProfessor UGAVerified email at univ-grenoble-alpes.fr
Karl Johan ÅströmDepartment of Automatic Control, Lund UniversityVerified email at control.lth.se
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
Martin EnqvistAssociate Professor in Automatic Control, Linköping UniversityVerified email at isy.liu.se
S. Joe QinIFAC Fellow, AIChE Fellow, IEEE Fellow, Chair Professor of Data ScienceVerified email at cityu.edu.hk

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 Wiley encyclopedia of electrical and electronics engineering, 1-19, 1999	31562	1999
Theory and practice of recursive identification L Ljung, T Söderström MIT Press, 1983	4556	1983
On self tuning regulators KJ Åström, B Wittenmark Automatica 9 (2), 185-199, 1973	2512*	1973
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	2361	1995
Analysis of recursive stochastic algorithms L Ljung IEEE transactions on automatic control 22 (4), 551-575, 1977	1743	1977
System identification toolbox: User's guide L Ljung MathWorks Incorporated, 1995	1482*	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	1227	1979
Modeling of dynamic systems L Ljung, T Glad Prentice-Hall, 1994	1016	1994
Closed-loop Identification Revisited U Forssell, L Ljung Automatica, 1998	873	1998
On global identifiability for arbitrary model parametrizations L Ljung, T Glad Automatica 30 (2), 265-276, 1994	728	1994
Control theory T Glad, L Ljung CRC press, 2018	581	2018
Identification of processes in closed loop—identifiability and accuracy aspects I Gustavsson, L Ljung, T Söderström Automatica 13 (1), 59-75, 1977	577	1977
Convergence analysis of parametric identification methods L Ljung IEEE transactions on automatic control 23 (5), 770-783, 1978	537	1978
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	530	1996
Adaptation and tracking in system identification—A survey L Ljung, S Gunnarsson Automatica 26 (1), 7-21, 1990	511	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	488	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	482	2014
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	476	1995
System Identification Toolbox: for use with MATLAB L Ljung Mathworks Inc., 1988	447	1988
Identification of piecewise affine systems via mixed-integer programming J Roll, A Bemporad, L Ljung Automatica 40 (1), 37-50, 2004	434	2004

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