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Lennart Ljung | Researchclopedia

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Lennart Ljung

Linköping University ORCID

743

Works

52,811

Citations

83

h-index

330

i10-index

Research Topics

Control Systems and Identification Fault Detection and Control Systems Advanced Control Systems Optimization

Affiliations

Linköping University1976–2025

Uppsala University1976–1977

Uppsala University Hospital2012–2012

University of Padua2014–2015

Lund University1974–1976

Top Works

System Identification: Theory for the User

198717,841 citations

Structural Health Monitoring Techniques

Neural Networks and Applications

Theory and Practice of Recursive Identification

Lennart Ljung,Torsten Söderström

19834,009 citations

Nonlinear black-box modeling in system identification: a unified overview

Jonas Sjöberg,Qinghua Zhang,et al.

19951,911 citations

Analysis of recursive stochastic algorithms

19771,475 citations

Asymptotic behavior of the extended Kalman filter as a parameter estimator for linear systems

19791,150 citations

Closed-loop identification revisited

Urban Forssell,Lennart Ljung

1999727 citations

Kernel methods in system identification, machine learning and function estimation: A survey

Gianluigi Pillonetto,Francesco Dinuzzo,et al.

2014722 citations

Perspectives on system identification

2010655 citations

Theory and applications of self-tuning regulators

Karl Johan Åström,Ulf Borisson,et al.

1977649 citations