Lennart Ljung

Q: What Schools Are Affiliated With Lennart Ljung

Lennart Ljung is affiliated with the following schools: Lund University, Linköping University

Lennart Ljung 's AcademicInfluence.com Rankings

Lennart Ljung

Engineering

#318

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#574

Historical Rank

Systems Engineering

World Rank

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Applied Physics

#16

World Rank

#18

Historical Rank

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Engineering

Lennart Ljung 's Degrees

PhD Automatic Control Linköping University
Masters Electrical Engineering Linköping University

Why Is Lennart Ljung Influential?

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According to Wikipedia, Lennart Ljung is a Swedish professor in the Chair of Control Theory at Linköping University since 1976. He is known for his pioneering research in system identification, and is regarded as a leading researcher in control theory.

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Lennart Ljung 's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

System Identification: Theory for the User (1987) (21088)
Theory and Practice of Recursive Identification (1983) (2314)
Nonlinear black-box modeling in system identification: a unified overview (1995) (2045)
Analysis of recursive stochastic algorithms (1977) (822)
System identification toolbox for use with MATLAB (1988) (753)
Perspectives on system identification (2010) (715)
Closed-loop identification revisited (1999) (703)
System identification (2nd ed.): theory for the user (1999) (699)
On global identifiability for arbitrary model parametrizations (1994) (659)
The Extended Kalman Filter as a Parameter Estimator for Linear Systems (1979) (655)
Theory and applications of self-tuning regulators (1977) (595)
Kernel methods in system identification, machine learning and function estimation: A survey (2014) (591)
Modeling Of Dynamic Systems (1994) (584)
Subspace-based multivariable system identification from frequency response data (1996) (512)
Identification of processes in closed loop - identifiability and accuracy aspects (1977) (444)
Adaptation and tracking in system identification - A survey (1990) (438)
Convergence analysis of parametric identification methods (1978) (438)
On positive real transfer functions and the convergence of some recursive schemes (1977) (400)
Nonlinear black-box models in system identification: Mathematical foundations (1995) (397)
Identification of piecewise affine systems via mixed-integer programming (2004) (394)
On the estimation of transfer functions, regularizations and Gaussian processes - Revisited (2012) (384)
Control theory : multivariable and nonlinear methods (2000) (381)
Adaptive Control Design and Analysis ( (2014) (324)
Fast calculation of gain matrices for recursive estimation schemes (1978) (299)
Optimal experiment designs with respect to the intended model application (1986) (294)
Asymptotic variance expressions for identified black-box transfer function models (1984) (260)
Stochastic approximation and optimization of random systems (1992) (259)
A theoretical analysis of recursive identification methods (1978) (253)
Identification of Hammerstein-Wiener models (2013) (253)
Application of Fast Kalman Estimation to Adaptive Equalization (1978) (240)
Prediction error estimation methods (2002) (238)
New inversion formulas for matrices classified in terms of their distance from Toeplitz matrices (1979) (219)
Maximum likelihood identification of Wiener models (2008) (210)
Hard frequency-domain model error bounds from least-squares like identification techniques (1992) (210)
Design variables for bias distribution in transfer function estimation (1986) (206)
Error propagation properties of recursive least-squares adaptation algorithms (1985) (204)
Asymptotic normality of prediction error estimators for approximate system models (1978) (199)
Subspace identification from closed loop data (1996) (192)
Nonlinear Black Box Modeling in System Identification (1995) (189)
Linear approximations of nonlinear FIR systems for separable input processes (2005) (187)
Comparing different approaches to model error modeling in robust identification (2002) (183)
Asymptotic properties of black-box identification of transfer functions (1985) (180)
Overtraining, regularization and searching for a minimum, with application to neural networks (1995) (168)
A Basic Convergence Result for Particle Filtering (2008) (162)
Segmentation of ARX-models using sum-of-norms regularization (2010) (153)
Identification of linear, multivariable systems operating under linear feedback control (1974) (145)
Nonlinear system identification via direct weight optimization (2005) (145)
Performance analysis of general tracking algorithms (1994) (142)
Nonlinear System Identification: A User-Oriented Road Map (2019) (139)
Model Validation and Model Error Modeling (1999) (136)
Overtraining, Regularization, and Searching for Minimum in Neural Networks (1992) (134)
A review of time-delay estimation techniques (2003) (131)
Some results on optimal experiment design (2000) (131)
System Identification Via Sparse Multiple Kernel-Based Regularization Using Sequential Convex Optimization Techniques (2014) (129)
Identifiability conditions for linear systems operating in closed loop (1975) (129)
Terrain navigation using Bayesian statistics (1999) (125)
Consistency of the least-squares identification method (1976) (122)
On the estimation of transfer functions (1985) (121)
Just in time models for dynamical systems (1996) (119)
On The Consistency of Prediction Error Identification Methods (1976) (118)
Adaptive control based on explicit criterion minimization (1981) (118)
Identification of switched linear regression models using sum-of-norms regularization (2013) (117)
Black-box models from input-output measurements (2001) (115)
Closed-Loop Subspace Identification with Innovation Estimation (2003) (114)
Neural Networks in System Identification (1994) (114)
Estimating Linear Time-invariant Models of Nonlinear Time-varying Systems (2001) (111)
Recursive identification of bilinear systems (1987) (106)
Implementation of algorithms for tuning parameters in regularized least squares problems in system identification (2013) (105)
Analysis of a general recursive prediction error identification algorithm (1981) (103)
Clustering using sum-of-norms regularization: With application to particle filter output computation (2011) (99)
Issues in system identification (1991) (99)
Frequency domain versus time domain methods in system identification (1981) (99)
Identifiability conditions for linear multivariable systems operating under feedback (1976) (97)
Extended Levinson and Chandrasekhar equations for general discrete-time linear estimation problems (1978) (96)
A novel subspace identification approach with enforced causal models (2005) (96)
Extended Kalman Filter (1987) (93)
Identification of hybrid systems via mixed-integer programming (2001) (93)
Experiments with Identification of Continuous Time Models (2009) (93)
Strong Convergence of a Stochastic Approximation Algorithm (1978) (91)
Asymptotic properties of the least-squares method for estimating transfer functions and disturbance spectra (1992) (91)
Some facts about the choice of the weighting matrices in Larimore type of subspace algorithms (2002) (89)
On-line structure selection for multivariable state-space models (1982) (88)
A Microprocessor System for Multifunctional Control of Upper-Limb Prostheses via Myoelectric Signal Identification (1978) (87)
Some results on identifying linear systems using frequency domain data (1993) (87)
Generalized Kalman smoothing: Modeling and algorithms (2016) (86)
The role of model validation for assessing the size of the unmodeled dynamics (1997) (82)
Performance analysis of the forgetting factor RLS algorithm (1993) (79)
Counterexamples to general convergence of a commonly used recursive identification method (1975) (76)
Just Relax and Come Clustering! : A Convexification of k-Means Clustering (2011) (75)
A shift in paradigm for system identification (2019) (74)
A projection method for closed-loop identification (2000) (72)
A Comparative Study of Recursive Identification Methods (1974) (72)
Initialisation aspects for subspace and output-error identification methods (2003) (72)
Construction of Composite Models from Observed Data (1992) (71)
Exponential stability of general tracking algorithms (1995) (70)
Subspace-based identification of infinite-dimensional multivariable systems from frequency-response data (1996) (70)
A unified approach to smoothing formulas (1976) (70)
A General Convergence Result for Particle Filtering (2011) (69)
Fast algorithms for recursive identification (1976) (69)
Identification of composite local linear state-space models using a projected gradient search (2002) (68)
Bacteria classification based on feature extraction from sensor data (1998) (68)
Constrained Subspace Method for the Identification of Structured State-Space Models (COSMOS) (2020) (67)
Asymptotic variance expressions for closed-loop identification (2001) (67)
Regressor and structure selection in NARX models using a structured ANOVA approach (2008) (65)
Nonlinear Black Box Models in Systems Identification (1997) (65)
Backwards Markovian models for second-order stochastic processes (Corresp.) (1976) (65)
Identification of unstable systems using output error and Box-Jenkins model structures (1998) (64)
Frequency domain tracking characteristics of adaptive algorithms (1989) (64)
Asymptotic Properties of the Least Squares Method for Estimating Transfer Functions and Disturbance Spectra (1992) (62)
The Process of Identification (1993) (62)
Adaptation and Tracking in System Identification (1988) (61)
Four Encounters with System Identification (2011) (60)
Black-box identification of multivariable transfer functions—asymptotic properties and optimal input design (1984) (58)
Regularized linear system identification using atomic, nuclear and kernel-based norms: The role of the stability constraint (2015) (57)
Ensuring monotonic gain characteristics in estimated models by fuzzy model structures (2000) (56)
Revisiting Hammerstein system identification through the Two-Stage Algorithm for bilinear parameter estimation (2009) (54)
On Asymptotic Properties of Hyperparameter Estimators for Kernel-based Regularization Methods (2017) (53)
On the Estimation of Transfer Functions, Regularizations and Gaussian Processes – Revisited (2011) (53)
A statistical perspective on state-space modeling using subspace methods (1991) (53)
Version 8 of the Matlab System Identification Toolbox (2012) (51)
On Consistency and Identifiability (1976) (50)
Tools for semiphysical modelling (1995) (49)
Scattering theory and linear least squares estimation: Part II: Discrete-time problems (1975) (49)
Necessary and sufficient conditions for stability of LMS (1997) (49)
Estimating model variance in the case of undermodeling (1992) (48)
Issues in sampling and estimating continuous-time models with stochastic disturbances (2010) (47)
Model structure identifiability and persistence of excitation (1990) (47)
Recursive identification algorithms (2002) (46)
Unprejudiced optimal open loop input design for identification of transfer functions (1985) (46)
Decentralized Particle Filter With Arbitrary State Decomposition (2011) (46)
Maximum Entropy Kernels for System Identification (2014) (46)
Scattering theory and linear least squares estimation—Part I: Continuous-time problems (1976) (46)
Deep Learning and System Identification (2020) (45)
Fast time-invariant implementations of Gaussian signal detectors (1978) (45)
Point-mass filter and Cramer-Rao bound for terrain-aided navigation (1997) (45)
Performance of Subspace Based State-Space System Identification Methods (1993) (44)
Approaches to identification of nonlinear systems (2010) (44)
Regressor selection with the analysis of variance method (2005) (44)
L2 Model reduction and variance reduction (2000) (43)
On the choice of norms in system identification (1994) (43)
Maximum entropy properties of discrete-time first-order stable spline kernel (2014) (43)
Smoothed state estimates under abrupt changes using sum-of-norms regularization (2012) (41)
Nonlinear System Identification: A User-Oriented Roadmap (2019) (41)
Asymptotic variance expressions for estimated frequency functions (2001) (40)
Initialization of Physical Parameter Estimates (2003) (40)
State of the art in linear system identification: time and frequency domain methods (2004) (40)
On Estimation of Transfer Function Error Bounds (1991) (40)
Handling Certain Structure Information in Subspace Identification (2009) (39)
Frequency-domain identification of continuous-time ARMA models from sampled data (2009) (38)
A system identification perspective on neural nets (1992) (38)
Estimate Physical Parameters by Black Box Modeling (2003) (38)
Model Error Modeling and Control Design (2000) (37)
Model Identification of Linear Parameter Varying Aircraft Systems (2006) (37)
Identification for control: simple process models (2002) (37)
A result on the mean square error obtained using general tracking algorithms (1991) (37)
A Tutorial on Auditory Attention Identification Methods (2019) (36)
IDENTIFICATION OF WIENER SYSTEM WITH MONOTONOUS NONLINEARITY (2006) (36)
Maximum likelihood estimation of Wiener models (2000) (36)
Guest Editorial: Special Issue on System Identification (2005) (36)
On Canonical Forms, Parameter Identifiability and the Concept of Complexity (1975) (36)
Convergence of an Adaptive Filter Algorithm (1978) (36)
The Factorization and Representation of Operators in the Algebra Generated by Toeplitz Operators (1979) (35)
Generalized Least Squares Method (1987) (35)
Convergence of Recursive Estimators (1979) (34)
Regularized system identification using orthonormal basis functions (2015) (33)
Identification of structured state-space models (2018) (33)
On consistency of closed-loop subspace identification with innovation estimation (2004) (33)
On parameter and state estimation for linear differential-algebraic equations (2007) (32)
Two filter smoothing formulae by diagonalization of the Hamiltonian equations (1982) (32)
Characterization of the Concept of 'Persistently Exciting' in the Frequency Domain (1971) (32)
Model quality: the roles of prior knowledge and data information (1991) (32)
Analysis of stochastic gradient algorithms for linear regression problems (1984) (32)
Some Aspects on Nonlinear System Identification (2006) (31)
Tools for Semi-Physical Modeling (1994) (31)
System Identification Toolbox™ Getting Started Guide (2015) (31)
Kernel selection in linear system identification part II: A classical perspective (2011) (31)
What Can Regularization Offer for Estimation of Dynamical Systems? (2013) (31)
Theorems for the Asymptotic Analysis of Recursive Stochastic Algorithms (1975) (30)
On Adaptive Smoothing of Empirical Transfer Function Estimates (1999) (30)
Impulse Response Estimation with Binary Measurements: A Regularized FIR Model Approach (2012) (29)
Model Reference Adaptive Systems and Self-Tuning Regulators - Some Connections (1978) (29)
An alternative motivation for the indirect approach to closed-loop identification (1999) (29)
Estimation of Optimum Structures and Parameters for Linear Systems (1976) (28)
The role of model validation for assessing the size of the unmodelled dynamics (1994) (28)
Asymptotic properties of self-tuning regulators (1974) (28)
Scattering theory and linear least squares estimation (1976) (28)
Blind Identification of Wiener Models (2011) (28)
Deep State Space Models for Nonlinear System Identification (2020) (28)
An improved phase method for time-delay estimation (2009) (27)
Modelling of Industrial Systems (1993) (27)
Information contents in identification data from closed-loop operation (1993) (27)
Asymptotic results for sensor array processing (1989) (27)
A non-asymptotic approach to local modelling (2002) (27)
Linear Time-Invariant Models of Non-Linear Time-Varying Systems (2001) (27)
Identification for control — What is there to learn? (1999) (26)
Aspects and Experiences of User Choices in Subspace Identification Methods (2003) (26)
Wiener System Identification Using the Maximum Likelihood Method (2010) (26)
Asymptotic Variance Expressions for Closed-Loop Identification and Their Relevance in Identification for Control (1997) (26)
Multiple steps prediction with nonlinear ARX models (2004) (25)
Trajectory generation using sum-of-norms regularization (2010) (25)
Maximum likelihood identification of Wiener models with a linear regression initialization (1998) (25)
Closed-Loop Identification Revisited - Updated Version (1998) (25)
Convergence of Recursive Stochastic Algorithms (1974) (24)
From data to model: a guided tour (1994) (24)
On sampling of continuous time stochastic processes (1993) (24)
Parallel QR Implementation of Subspace Identification with Parsimonious Models (2003) (24)
Using the bootstrap to estimate the variance in the case of undermodeling (2002) (24)
Efficient change of initial conditions, dual chandrasekhar equations, and some applications (1977) (24)
On-line identification and adaptive trajectory tracking for nonlinear stochastic continuous time systems using differential neural networks (2001) (24)
Prediction error estimators: Asymptotic normality and accuracy (1976) (23)
Identification of Nonlinear Systems (2007) (23)
An iterative method for identification of ARX models from incomplete data (2000) (23)
Recursive least‐squares and accelerated convergence in stochastic approximation schemes (2001) (23)
Identification of Piecewise Affine Systems Using Sum-of-Norms Regularization (2011) (23)
Identification for control: some results on optimal experiment design (1998) (23)
Some Classical and Some New Ideas for Identification of Linear Systems (2013) (23)
Some New Analytic and Computational Results for Operator Riccati Equations (1975) (23)
Identification in Closed Loop: Some Aspects on Direct and Indirect Approaches (1997) (23)
Frequency domain identification of continuous-time output error models, Part II: Non-uniformly sampled data and B-spline output approximation (2010) (22)
System Identi cation (2014) (22)
Generalized Krein-Levinson Equations for Efficient Calculation of Fredholm Resolvents of Non-Displacement Kernels (1978) (22)
Some Limit Results for Functionals of Stochastic Processes (1977) (22)
Performance of Subspace-Based System Identification Methods (1993) (22)
Convexity issues in system identification (2013) (22)
Sparse control using sum-of-norms regularized model predictive control (2013) (22)
Facing the Challenge of Computer Science in the Industrial Applications of Control (1991) (22)
Recursive methods for off-line identification (1985) (22)
Frequency Domain Maximum Likelihood Identification (1997) (22)
AN INTEGRATED SYSTEM IDENTIFICATION TOOLBOX FOR LINEAR AND NON-LINEAR MODELS (2006) (21)
Variance properties of a two-step ARX estimation procedure (2001) (21)
Experiment design for improved frequency domain subspace system identification of continuous-time systems (2015) (21)
PARAMETRIZATION OF NONLINEAR MODEL STRUCTURES AS LINEAR REGRESSIONS (1990) (21)
Trees as Black-Box Model Structures for Dynamical Systems (1990) (21)
A simple start-up procedure for canonical form state space identification, based on subspace approximation (1991) (21)
A least squares interpretation of sub-space methods for system identification (1996) (21)
A polytopic modeling of aircraft by using system identification (2005) (20)
Developments in The MathWorks System Identification Toolbox (2009) (20)
A general direct weight optimization framework for nonlinear system identification (2005) (20)
Asymptotic Properties of Generalized Cross Validation Estimators for Regularized System Identification (2018) (20)
Version 6 of the system identification toolbox (2003) (19)
Frequency domain identification of continuous-time output error models, Part I: Uniformly sampled data and frequency function approximation (2010) (19)
Analysis of some On-Line Identification Methods (1976) (19)
Estimating nonlinear systems in a neighborhood of LTI-approximants (2002) (19)
Model error concepts in identification for control (1999) (19)
The asymptotic behavior of constant-coefficient Riccati differential equations (1976) (18)
Continuous-time DC kernel — A stable generalized first order spline kernel (2016) (18)
A Scattering Theory Framework for Fast Least-Squares Algorithms (1975) (18)
On the Use of Regularization in System Identification (1993) (18)
Regularization strategies for nonparametric system identification (2013) (18)
Analysis of a class of adaptive regulators (1974) (17)
Decomposition methods for solving least-squares parameter estimation (1996) (17)
Regularization Features in the System Identification Toolbox (2015) (17)
Constructive state space model induced kernels for regularized system identification (2014) (17)
Identification, Model Validation and Control (1997) (17)
System Identification and Adaptive Control (1982) (17)
Stochastic Embedding revisited: A modern interpretation (2014) (17)
Linear Dynamic Network Reconstruction from Heterogeneous Datasets (2016) (17)
Linear System Identification as Curve Fitting (2003) (17)
Variance results for closed-loop identification methods (1997) (16)
System Identification using Bond Graphs (1991) (16)
General structure of adaptive algorithms: adaptation and tracking (1993) (16)
On the design of multiple kernels for nonparametric linear system identification (2014) (16)
Recursive input-output and state-space solutions for continuous-time linear estimation problems (1976) (16)
Improving Linear State-Space Models with Additional Iterations (2020) (16)
State smoothing by sum-of-norms regularization (2010) (16)
Velocity Estimation from Irregular, Noisy Position Measurements (1984) (16)
Choice and Effect of Different Feedback Configurations (1981) (16)
Estimation of grey box and black box models for non-linear circuit data (2004) (16)
Theory and Applications of Adaptive Regulators Based on Recursive Parameter Estimation (1975) (15)
Development of System Identification (1996) (15)
USING MANIFOLD LEARNING FOR NONLINEAR SYSTEM IDENTIFICATION (2007) (15)
Identifying biochemical reaction networks from heterogeneous datasets (2015) (15)
Manifold-constrained regressors in system identification (2008) (15)
Sparse multiple kernels for impulse response estimation with majorization minimization algorithms (2012) (15)
System Identification: An Overview (2015) (15)
Estimation focus in system identification: prefiltering, noise models, and prediction (1999) (15)
ON THE ROLE OF FUTURE HORIZON IN CLOSED-LOOP SUBSPACE IDENTIFICATION (2006) (15)
On a Stabilizing Property of Adaptive Regulators (1976) (15)
On the Accuracy Problem in Identification (1975) (14)
Validation of Approximate Models Obtained from Prediction Error Identification (1978) (14)
Frequency Domain versus Time Domain Methods in System Identification - Revisited (2006) (14)
On kernel structures for regularized system identification (II): a system theory perspective (2015) (14)
Identification of wiener systems with process noise is a nonlinear errors-in-variables problem (2014) (13)
Vibration data analysis for a commercial aircraft : Multivariable vibration data from an aircraft is analyzed using modern system identification tools. The identified linear vibrational model accurately describes the measured motion (1996) (13)
The use of nonnegative garrote for order selection of ARX models (2008) (13)
Robust control of identified models with mixed parametric and non-parametric uncertainties (2001) (13)
Identification of Linear, Multivariable Process Dynamics using Closed Loop Experiments (1974) (13)
Classical model validation for control design purposes (1997) (13)
Perspectives on the Process of Identification (1993) (13)
The ODE Approach to the Analysis of Adaptive Control Systems : Possibilities and Limitations (1980) (13)
Shaping frequency-dependent time resolution when estimating spectral properties with parametric methods (1997) (13)
A discussion of "unknown-but-bounded" disturbances in system identification (1993) (12)
Well-posedness of Filtering Problems for Stochastic Linear DAE Models (2005) (12)
A Tutorial On Multiple Model Least-Squares and Augmented UD Identification (1995) (12)
A Unifying View of Disturbances in Identification (1994) (12)
Control theory 1984–1986. A progress report from IFAC's technical committee on theory (1988) (12)
System Identification in a MIC Perspective (1994) (12)
Revisiting the Two-Stage Algorithm for Hammerstein system identification (2009) (12)
COMPARISONS OF SUBSPACE IDENTIFICATION METHODS FOR SYSTEMS OPERATING ON CLOSED-LOOP (2005) (12)
Model Error Modeling and Stochastic Embedding (2015) (12)
Prediction Error Identification Methods (1978) (12)
Identification of Stochastic Wiener Systems using Indirect Inference (2015) (12)
Difference algebra and system identification (2011) (12)
On Recursive Prediction Error Identification Algorithms (1978) (12)
Estimation of Parameters in Dynamical Systems (1985) (12)
Local Modelling of Non linear Dynamic Systems Using Direct Weight Optimization (2003) (12)
Modeling a Non-Linear Electric Circuit with Black Box and Grey Box Models (2004) (12)
Parameter Estimation of Polytopic Models for a Linear Parameter Varying Aircraft System (2006) (12)
Testing Global Identifiability for Arbitrary Model Parameterizations (1991) (11)
A discussion of model accuracy in system identification (1992) (11)
Influence of Model Order on Change Detection in Noise-Free, Complex System (1990) (11)
Parameter Estimation in Linear Differential-Algebraic Equations (2003) (11)
Benchmark problems for continuous-time model identification: Design aspects, results and perspectives (2019) (11)
Direct prediction-error identification of unstable nonlinear systems applied to flight test data (2009) (11)
Parametric Methods for Identification of Transfer Functions of Linear Systems (1987) (11)
A robust particle filter for state estimation — with convergence results (2007) (11)
Identification of Nonlinear State-Space Systems From Heterogeneous Datasets (2018) (11)
System Identification through the Eyes of Model Validation (1995) (11)
Remarks on the mean square tracking error (1991) (11)
Scattering theory and linear least squares estimation: Part I: Continuous-time problems (1975) (11)
Using horizon estimation and nonlinear optimization for grey-box identification (2015) (11)
Regularized System Identification (2022) (11)
From structurally independent local LTI models to LPV model (2017) (11)
A discussion of adaptive stabilization robust adaptive control (1989) (10)
Adaptive systems performance in the frequency domain (1992) (10)
Aspects on the System Identification Problem (1982) (10)
On the Dead-Zone in System Identification (1991) (10)
Identification of Sparse Continuous-Time Linear Systems with Low Sampling Rate: Exploring Matrix Logarithms (2016) (10)
LTI Approximations of Slightly Nonlinear Systems : Some Intriguing Examples (2004) (10)
MODEL ACCURACY IN SYSTEM IDENTIFICATION (1991) (10)
Semi-Supervised Regression and System Identification (2010) (10)
Estimating Time-Delays Via State-Space Identification Methods (1991) (10)
Scalable anomaly detection in large homogeneous populations (2013) (10)
Frequency-Domain Identification of Continuous-Time Output Error Models from Sampled Data (2005) (10)
Fast time-invariant implementations for linear least-squares smoothing filters (1978) (10)
PAC-learning and asymptotic system identification theory (1996) (10)
Tracking performance analysis of the forgetting factor RLS algorithm (1992) (10)
Connections between optimisation-based regressor selection and analysis of variance (2006) (9)
Identification of Wiener Systems with Hard and Discontinuous Nonlinearities (2003) (9)
On the estimation of hyperparameters for Bayesian system identification with exponentially decaying kernels (2012) (9)
Comments on model validation as set membership identification (1998) (9)
Rank-1 kernels for regularized system identification (2013) (9)
Segmentation of Time Series from Nonlinear Dynamical Systems (2011) (9)
Tuning of Hyperparameters for FIR models - an Asymptotic Theory (2017) (9)
Gaussian-optimal on-line parameter estimation (1980) (9)
Estimating the variance in case of undermodeling using bootstrap (1999) (9)
On-line Structure Selection for Multivariable State Space Models (1979) (9)
An intelligent tool for system identification (1989) (9)
Building Models from Frequency Domain Data (1995) (9)
A non-probabilistic framework for signal spectra (1985) (8)
Local modelling with a priori known bounds using direct weight optimization (2003) (8)
Identification of Nonlinear Systems. Plenary Paper (2006) (8)
Error propagation in adaptation algorithms with poorly exciting signals (1986) (8)
Version 5 of the System Identification Toolbox for use with MATLAB - with Object Orientation (2000) (8)
Asymptotic gain and search direction for recursive identification algorithms (1980) (8)
Adaptive DWO Estimator of a Regression Function (2004) (8)
Variance Expressions for Spectra Estimated Using Auto-Regressions (2004) (8)
System Identification in a Noise Free Environment (1990) (8)
A Comment on Leakage in Adaptive Algorithms (1992) (8)
Aspects on accelerated convergence in stochastic approximation schemes (1994) (8)
Black-box Identification of Transfer Functions: Asymptotic Results for Increasing Model Order and Data Records (1984) (7)
Lattice implementation of the recursive maximum likelihood algorithm (1981) (7)
Dynamic network reconstruction from heterogeneous datasets (2016) (7)
DIRECT WEIGHT OPTIMIZATION FOR APPROXIMATELY LINEAR FUNCTIONS: OPTIMALITY AND DESIGN (2006) (7)
Direct Weight Optimization in Statistical Estimation and System Identification (2008) (7)
A Study of the DWO Approach to Function Estimation at a Given Point : Approximately Constant and Approximately Linear Function Classes (2003) (7)
Some Aspects of Nonlinear Black-Box Modeling in System Identification (1997) (7)
Integrated frequency-time domain tools for system identification (2004) (7)
Developments for the System Identification Toolbox for MATLAB (1997) (7)
Linking regularization and low-rank approximation for impulse response modeling (2014) (7)
Benefits of Feedback in Experiment Design (1985) (7)
Direct Minimization Methods for Adaptive Control of Non-Minimum Phase Systems (1982) (7)
Optimal and Ad Hoc Adaptation Mechanisms (1991) (7)
On kernel structures for regularized system identification (I): a machine learning perspective (2015) (7)
Global identifiability of complex models, constructed from Simple submodels (2007) (7)
Regularized LTI System Identification with Multiple Regularization Matrix (2018) (7)
A Study of Some Approaches to Vibration Data Analysis (1994) (6)
Identification of Wiener systems with monotonous nonlinearity (2007) (6)
Editorial for the Special Issue `System Identification' (2005) (6)
On the input design for kernel-based regularized LTI system identification: Power-constrained inputs (2017) (6)
An Exact Formula for the Tracking Ability of Adaptive Algorithms : Implications for the General Case (1992) (6)
Subspace Identification Methods Using Parsimonious Model Formulation (2002) (6)
Design Variables for Bias Distribution in Transfer Function Estimation. Version II (1984) (6)
Bias, Variance and Optimal Experiment Design: Some Comments on Closed Loop Identification (1998) (6)
Spectral analysis of the DC kernel for regularized system identification (2015) (6)
Structure selection with ANOVA: local linear models (2003) (6)
Levinson- and chandrasekhar-type equations for a general discrete-time linear estimation problem (1976) (6)
Recursive Identification Methods for Off-Line Identification Problems (1982) (6)
Frequency Domain Identification of Continuous-Time ARMA Models : Interpolation and Non-uniform Sampling (2004) (6)
Educational Aspects of Identification Software User Interfaces (2003) (6)
On recursive construction of trees as models of dynamical systems (1991) (6)
Error Propagation Properties of Recursive Least Squares Adaptation Algorithms (1984) (6)
Extending the Direct Weight Optimization Approach (2004) (6)
Frequency Domain versus Time Domain Methods in System Identification : A Brief Discussion (1979) (6)
Decentralization of particle filters using arbitrary state decomposition (2010) (6)
Kernel-based model order selection for identification and prediction of linear dynamic systems (2013) (6)
Ensuring Certain Physical Properties in Black Box Models by Applying Fuzzy Techniques (1997) (6)
Multiple Model Parameter Estimation (1995) (5)
How to Estimate Model Uncertainty in the Case of Under-Modelling (1990) (5)
Interpretation of Subspace Methods : Consistency Analysis (1997) (5)
Asymptotic Properties of Hyperparameter Estimators by Using Cross-Validations for Regularized System Identification (2018) (5)
System Aliasing in Dynamic Network Reconstruction:Issues on Low Sampling Frequencies (2016) (5)
Adaptive Control based on Explicit Criterion Minimization (Conference Version) (1981) (5)
Unprejudiced Optimal Input Design for Identification of Transfer Functions (1983) (5)
System Identification and Simple Process Models (2002) (5)
Gray Box Identification Using Difference of Convex Programming (2017) (5)
Adaptive control, where are we? (1984) (5)
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Identification of Infinite Dimensional Systems from Frequency Response Data (1995) (5)
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Linear Quadratic Control Using Model-Free Reinforcement Learning (2023) (5)
Uncertain LTI-models for linear control design of non-linear systems (2001) (5)
On Convexification of System Identification Criteria (2019) (5)
On Neural Network Model Structures in System Identification (1996) (5)
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Recursive identification techniques (1982) (4)
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Efficient Construction of Transfer Functions from Frequency Response Data (1994) (4)
Asymptotic Variance of Transfer Function Estimates Obtained by the Instrumental Variable Methods (1985) (4)
Distributed Change Detection (2012) (4)
Strategic Project Archetypes for Effective Project Steering (2013) (4)
On the accuracy of parameter estimation for continuous time nonlinear systems from sampled data (2011) (4)
New Convergence Results for the Least Squares Identification Algorithm (2008) (4)
Formulas for efficient change of initial conditions in linear least squares estimation (1976) (4)
Identification Aspects of Ritt's Algorithm for Discrete-Time Systems (2009) (4)
Frequency Domain Properties of Identified Transfer Functions (1984) (4)
Grey-box identification based on horizon estimation and nonlinear optimization (2010) (4)
Online Features in the MATLAB® System Identification ToolboxTM (2018) (4)
Worst-case identification in l/sub 1/ for f.i.r linear systems (1995) (4)
Consistent Nonparametric Estimation of NARX Systems Using Convex Optimization (2005) (4)
On time-frequency resolution of signal properties using parametric techniques (1994) (4)
A Graphical User Interface (GUI) to the System Identification Toolbox (1994) (4)
Choices of Prefilters and Forgetting Factors in Noise-Free Identification (1989) (4)
On sampling and reconstruction of continuous time stochastic systems (1992) (3)
Basic Ideas in Recursive Identification (1977) (3)
Optimal Recursive Maximum Likelihood Estimation (1987) (3)
A convex approach to subspace clustering (2011) (3)
Computer-Aided Model Structure Selection (1991) (3)
Interactive analysis of time-varying systems using volume graphics (2004) (3)
Direct Weight Optimization applied to discontinuous functions (2008) (3)
Interactive Visualization as a Tool for Analysing Time-Varying and Non-Linear Systems (2005) (3)
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Alternate Realizations of an Adaptive FIR Filter : Properties of the Average Squared Prediction Error Surface (1991) (3)
Subspace identification of continuous-time models using generalized orthonormal bases (2017) (3)
Maximum Likelihood Identification of Wiener models: Journal Version (2009) (3)
Affinely parametrized state-space models : Ways to maximize the Likelihood Function (2018) (3)
On the Asymptotic Optimality of Cross-Validation based Hyper-parameter Estimators for Regularized Least Squares Regression Problems (2021) (3)
Explicit strict sense state-space realizations of non-stationary processes† (1985) (3)
Perspectives on System Identification , Report no. LiTH-ISY-R-2989 (2010) (3)
in System Identification (1991) (3)
NONLINEAR DYNAMICS IDENTIFIED BY MULTI-INDEX MODELS (2005) (3)
Some Improvements on the Synchronized-Overlap- Add Method of Time Scale Modification for Use in Real-Time Speech Compression and Noise Filtering (1988) (3)
Challenges of non-linear identification (2004) (3)
Some Basic Ideas in Recursive Identification (1978) (3)
Asymptotic normality and accuracy of predection error estimators (1976) (3)
Kinetic aspects of the acid sulfite cooking process: Part 4. Optimal control for maximizing the pulp yield (1974) (3)
Clustered regression analysis (2002) (3)
Non-Asymptotic Optimal Guaranteed MSE Function Estimation (2002) (3)
Practical Issues of System Identification (2004) (3)
Applications to adaptation algorithms (1992) (3)
A Novel Subspace Identiflcation Approach with Parsimonious Parametrization (2004) (3)
Nonlinear System Identification with Dominating Output Noise - A Case Study on the Silverbox (2021) (3)
Frequency Domain and Time-Domain Methods in System Identification (1985) (3)
Control Theory (2018) (2)
Direct Weight Optimization in Nonlinear Function Estimation and System Identification (2007) (2)
Comments on 'non-convergence of the approximate maximum likelihood identification algorithm' (1980) (2)
Hybrid and Discrete Systems in Automatic Control - Some New (Linköping) Approaches (1996) (2)
Reduction of the Operator Riccati Equation (1974) (2)
Fast Numerical Solution of Integral Equations with Stationary Kernels (1978) (2)
Weight Determination by Manifold Regularization (2012) (2)
Criterion Minimization Using Estimation Data and Validation Data (1994) (2)
LPV System Common State Basis Estimation from Independent Local LTI Models (2015) (2)
Asymptotic Normality and Accuracy of Prediction Error Estimation (1976) (2)
Full Bayesian identification of linear dynamic systems using stable kernels. (2023) (2)
Convergence properties of a method for state estimation in power systems (1975) (2)
New times, new projects, new tools required (2010) (2)
Tutorial on Asymptotic Properties of Regularized Least Squares Estimator for Finite Impulse Response Model (2021) (2)
Identification Aspects of Inter Sample Input Behavior (1994) (2)
On manifolds, climate reconstruction and bivalve shells (2009) (2)
Corrections to “a discussion of adaptive stabilization and robust adaptive control” (1990) (2)
The EKF, RPEM, and Recursive Maximum Likelihood Method in a Simple Application to Image Restoration (1994) (2)
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Issues in Closed-Loop Identification (1997) (2)
Asymptotically optimal smoothing of averaged LMS estimates for regression parameter tracking (2002) (2)
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A Test Case for Adaptive Control : Car Steering (1981) (2)
Gray-Box Identification for High-Dimensional Manifold Constrained Regression (2009) (2)
Wiener-Hammerstein Benchmark , Report no. LiTH-ISY-R-2910 (2009) (2)
Comparing Di erent Approaches to Model Error Modeling in Robust Identi cation ∗ (2001) (2)
Fast numerical solution of fredholm integral equations with stationary kernels (1982) (2)
Merging 'reasoning' and filtering in a Bayesian framework-some sensitivity and optimality aspects (1989) (2)
Modern Enterprise Systems as Enablers of Agile Development (2009) (2)
On the Estimation of Tire-Road Friction (1992) (2)
Critical Success Conditions for Enterprise Systems Change Projects (2010) (2)
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H∞ Loop Shaping Based Robust Power System Stabilizer for Three Machine Power System (2016) (2)
Merging ‘reasoning’ and filtering in a bayesian framework—some sensitivity and optimality aspects (1991) (2)
Kernel-Based Model Order Selection for Linear System Identification (2013) (2)
On the Influence of Ill-conditioned Regression Matrix on Hyper-parameter Estimators for Kernel-based Regularization Methods* (2020) (2)
A Rank Minimization Formulation for Identification of Linear Parameter Varying Models (2018) (2)
A COMMENT ON “LEAKAGE” IN ADAPTIVE ALGORITHMS (1993) (2)
Controllers for amplitude limited model error models (2005) (2)
Terrain Navigation Using (1999) (2)
Nonlinear dynamics isolated by delaunay triangulation criteria (2004) (2)
On the Positive-Real Condition in Adaptive Control (1981) (2)
Building Models for a Specified Purpose using System Identification (1987) (2)
SegmentationofARX-modelsUsingSum-of-Norms Regularization ? (2010) (2)
Gray Box Identification of State-Space Models Using Difference of Convex Programming (2016) (1)
Revisiting Total Model Errors and Model Validation (2021) (1)
Identification of Power Generator Dynamics from Normal Operating Data (1972) (1)
System Identification, To be included in the Control Handbook, edited by W. Levine (1995) (1)
Identification of Linear Systems (2020) (1)
On Effects of Condition Number of Regression Matrix upon Hyper-parameter Estimators for Kernel-based Regularization Methods (2020) (1)
Technical report from Automatic Control at Linköpings universitet Approaches to Identification of Nonlinear Systems (2010) (1)
Projectivity - an Organisation's Ability to use the Project Work Form (1998) (1)
Stability in adaptive control by persistently exciting regulators (1985) (1)
Minimizing the Variance of Transfer Function Estimates (2002) (1)
Basic Convergence Results for Particle Filtering Methods: Theory for the Users (2009) (1)
Identification theory and single realization behaviour (1986) (1)
Stochastic Convergence of Algorithms for Identification and Adaptive Control (1974) (1)
Heat pumps for steam or hot water can improve energy economy in the pulp and paper industry (1986) (1)
Subspace Identification Methods for Closed Loop Input-Output Data (1995) (1)
Fast Algorithms for Recursive Estimation and Identification (1979) (1)
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Asymptotic Theory for Regularized System Identification Part I: Empirical Bayes Hyper-parameter Estimator (2022) (1)
Just-in-Time Models for Improved Identification and Control (1997) (1)
On Local LTI Model Coherence for LPV Interpolation (2020) (1)
Overview of the System Identification Problem (1982) (1)
To Assess the Organization's Ability to Use the Project Work form - a New Approach (1999) (1)
Adaptive Minimization of Control Performance Criteria (1982) (1)
System identification: design variables and the design objective (1987) (1)
Performance evaluation of models, identified by the least squares method (1984) (1)
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Frequency-Domain Identification of Continuous-Time ARMA Models from Non-Uniformly Sampled Data (2005) (1)
Extended Least Squares Method (1987) (1)
Automatic Control and Artificial Intelligence : An Integrated Approach (1991) (1)
Convergence of a Self-Tuning Regulator for Systems with General Delay (1978) (1)
Adaptation using Recursive Parameter Estimation (1984) (1)
Relevance Found! The Result Perspective as a Basis for Practically Applicable Project Typologies (2013) (1)
On Asymptotic Distribution of Generalized Cross Validation Hyper-parameter Estimator for Regularized System Identification* (2021) (1)
New Features in the System Identification Toolbox - Rapprochements with Machine Learning (2021) (1)
Deep networks for system identification: a Survey (2023) (1)
Recursive Stochastic Algorithms : Ordinary Differential Equation Method (1987) (1)
Model Reference Adaptive Systems and Self-Tuning Regulators (1977) (1)
Adaptive Parameter Estimation (1983) (1)
Estimating the total model error from a standard validation test (1995) (1)
A state-space approach to sparse dynamic network reconstruction (2018) (1)
Closed-loop Identiication Revisited R E Gl Ertek N Ik a U T O M at Ic Co N T R O L Closed-loop Identiication Revisited ? (1997) (1)
A Matlab Implementation of Stochastic and Classification Tree Manipulations (1989) (1)
The Development of a Multi Dimensional Projectivity Analysis (2001) (1)
Organisational Learning through the Usage of Project Models in a Multiproject Environment (2002) (1)
On the Convergence of Certain Recursive Algorithms (1975) (1)
Adaptation and Tracking in Identification (1987) (1)
Frequency-Domain Identification of Continuous-Time Output Error Models from Non-Uniformly Sampled Data (2006) (1)
Closed loop Identi cation Revisited � Urban Forssell and (2014) (1)
Identification : An Expository Survey (1987) (0)
System Identification : A Status Report (1988) (0)
Models in Signal Processing (1996) (0)
The Extended Kalman Filter as a Parameter Estimator for Linear Systems, Version 2 (1978) (0)
Towards Online Tree Construction (1992) (0)
Identification of Sparse Continuous-Time Linear Systems with Low Sampling Rate: Optimization Approaches (2016) (0)
Adaptive Control - Four Articles for the Encyclopedia of Systems and Control (1983) (0)
A Parametric Method for Modeling of Time Varying Spectral Properties (2014) (0)
Approximation of Non-Linear Systems in a Neighborhood of LTI Systems (2002) (0)
Ensuring Certain Physical Properties in Black BoxModels by Applying Fuzzy (1996) (0)
A Projection Method for Closed-loop Identiication a Projection Method for Closed-loop Identiication (1997) (0)
Identification: Basic Problem (1992) (0)
Minimax Confidence Intervals for Pointwize Nonparametric Regression Estimation (2009) (0)
An Atomic Norm Minimization Framework for Identification of Parameter Varying Nonlinear ARX Models (2019) (0)
Aspects on the Interpretation of Disturbances in Ident ificat ion1 (2000) (0)
Meeting of the Heads of Control Laboratories in North-Western Europe 1977 (1977) (0)
Automatica prize paper awards 1996 (1996) (0)
PROPERTIES OF .VOX-PARAMETRIC TIME-DOMAIS METHODS FOR ESTIX4TIXG TWYSFER FUXCTIOSS (1983) (0)
Some Classical and Some New Ideas for Identification of Linear Systems (2013) (0)
On the precision of a model in system identification (1994) (0)
The Feedback Interconnection of Multivariable Systems: Simplifying Theorems for Stability (1976) (0)
Stability of Dynamic systems and Applications (2007) (0)
On the Identification and Adaptive Control of Bilinear Systems (1985) (0)
Asymptotic Theory of Prediction Error Estimators for Dynamical Systems (1978) (0)
DynamicNetworkReconstruction fromHeterogeneous Datasets (2018) (0)
Stochastic Adaptive Control Algorithms Convergence Analysis : Ordinary Differential Equation Approach (1987) (0)
Convergence Concepts for Adaptive Structures (1972) (0)
Different Dynamic Models in an Airconditioned Building (1974) (0)
Comments on "A Stochastic Approximation Method" (1972) (0)
SmoothedStateEstimatesUnderAbruptChangesUsing Sum-of-NormsRegularization ? (2011) (0)
State Estimation in Power Networks IV. Convergence Results (1974) (0)
Variance Results for Closed-loop Identiication Methods Variance Results for Closed-loop Identiication Methods (2007) (0)
On Possible Convergence Points for Reduced Order Indirect Adaptive Pole Placement (1983) (0)
Identiication for Control: Some Results on Optimal Experiment Design R E Gl Ertek N Ik a U T O M at Ic Co N T R O L Identiication for Control: Some Results on Optimal Experiment Design (2007) (0)
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IRISA - IRIA september 1977 : Reserapport (1977) (0)
Advanced Process Control (in Swedish) (1984) (0)
System Identiication 1 the Basic Ideas 1.1 10 Basic Questions about System Identiication 1. What Is System Identiication? (2007) (0)
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An estimate of the tracking ability of adaptive algorithms (1989) (0)
Systems, Models and System Identification (1982) (0)
On Adaptive Smoothing of Empirical Transfer (1998) (0)
Comments on"AStochastic Approximation Method" (1972) (0)
Identi ability Implies Robust Identi ability (2014) (0)
Frequency domain description of the tracking capability and disturbance rejection trade-off in recursive identification (1989) (0)
An Alternative Motivation for the Indirect Approach to Closed-loop Identiication R E Gl Ertek N Ik a U T O M at Ic Co N T R O L an Alternative Motivation for the Indirect Approach to Closed-loop Identiication (2008) (0)
On definition and inference of nonlinear Boolean dynamic networks (2017) (0)
Frequency-DomainIdentiflcationofContinuous-Time OutputErrorModels PartII-Non-uniformlySampledData (2007) (0)
Adaptive Control based on Recursive Identification (1977) (0)
Analysis and Simulation of a Macroeconomic Model (1973) (0)
Modelling and Identification for Simulation (1988) (0)
Optimal input design by frequency domain criteria (1982) (0)
Some basic choices in system identification (1999) (0)
A Master Program in Project Management : Experiences from combining hard and soft skills (2011) (0)
Modern System Identification (1984) (0)
Deep Learning in a System Identification Perspective (2019) (0)
Efficient computation of Cramer-Rao bounds for the transfer functions of MIMO state-space systems (1999) (0)
Strict Sense State-Space Realization of non Stationary Gaussian Processes (1981) (0)
ENSYM-Project Oriented Study 1998 Team 2, Final report (1999) (0)
Choice and Effect of Different Feedback Configurations for Identification Experiments (1980) (0)
Assessing model quality from data (1991) (0)
Identification, adaptive and stochastic control (1985) (0)
Identification: Least-Squares Method (1992) (0)
Third Generation Software for System Identification : Motivations, Tools and Experiments (1992) (0)
L2 Model reduction and Variance Reduction - Extended Version (2000) (0)
Asymptotic Theory of Prediction Error Estimation Methods (1979) (0)
History of Automatic Control (2017) (0)
Optimal Temperature and Pressure Control. of the Acid Sulphate Cooking Process (1973) (0)
Convergence Analysis of Recursive, Stochastic Algorithms (1977) (0)
Identification: Recursive Methods (1992) (0)
Controller Synthesis for Nonlinear Systems (2018) (0)
An Overview of the System Identification Problem : Introduction (1982) (0)
System Identification : Six Articles for the Encyclopedia of Systems and Control (1983) (0)
An Elementary Proof of the Discrete-Time Separation Theorem (1985) (0)
Cascade Realization of an Adaptive FIR Filter: Global Properties of the Average Squared Prediction Error Surface (1991) (0)
A SYSTEM IDENTIFICATION PERSPECITVE ON NEURAL NETS (1992) (0)
Model Reduction and Variance Reduction Extended Version (0)
Signals, Noises and Model Errors (1987) (0)
Identification: Asymptotic Theory (1987) (0)
On Automatic Adjustment of the Sampling Period (1985) (0)
Projects in System Identification (1993) (0)
Teaching System Identification Goals and Formats for Different Courses (2000) (0)
Design Issues in System Identification (1987) (0)
Adaptive Controllers : Convergence Analysis (1987) (0)
Identiiability Implies Robust Identiiability (1993) (0)
E(cid:2)cient Construction of Transfer Functions from Frequency Response Data (2014) (0)
Chapter 11 Recursive estimation methods (1987) (0)
On Convergence in Distribution of Stein's Unbiased Risk Hyper-parameter Estimator for Regularized System Identification (2022) (0)
System identification, model simplification and the design objective (1986) (0)
Interpretation of Subspace Methods: Consistency Analysis. R E Gl Ertek N Ik a U T O M at Ic Co N T R O L Interpretation of Subspace Methods: Consistency Analysis (1999) (0)
Closed-loop Identiication Revisited { Updated Version R E Gl Ertek N Ik a U T O M at Ic Co N T R O L Closed-loop Identiication Revisited { Updated Version ? (1998) (0)
A Crash Course on Reinforcement Learning (2021) (0)
Adaptation and Tracking in Dynamical Systems (1988) (0)
Advanced Process Control (1983) (0)
Terrain Navigation Using Bayesian (2004) (0)
System Identification, To be included in Modern Control Systems : a Self Study Course, Edited by M. Masten (1995) (0)
Letters to the Editor on the paper 'Dynamic Wavelet and Equivalent Models' by O.M. Boaghe and S.A. Billings (2000) (0)
J ul 2 01 7 OnAsymptoticProperties ofHyperparameterEstimators for Kernel-basedRegularizationMethods ⋆ (2018) (0)
Derivation and Analysis for a General Recursive Prediction Error Identification Algorithm (1979) (0)
Clustered Regression Analysis 1 (2002) (0)
Properties of non-parametric time-domain methods for estimating transfer functions (1983) (0)
Recursive Identification of Stochastic, Dynamical Systems (1983) (0)
Supplementary Material for CDC Submission No. 1461 (2020) (0)
On-line identi cation and adaptive trajectory tracling for non-linear stochastic continuous-time systems using di erential neural networks (2001) (0)
Maximum Likelihood Identiication of Wiener Models with a Linear Regression Initialization R E Gl Ertek N Ik a U T O M at Ic Co N T R O L (0)
Development of System Identification Lennart Ljung (1996) (0)
Tracking Time-Varying Systems : Revisiting Some Basic Trade-offs (1997) (0)
Experiments with Computer Control of Room Air Temperature (1973) (0)
Adaptive Control : Positive-Real Condition (1987) (0)
Bayesian Inference in Terrain Navigation Bayesian Inference in Terrain Navigation (1997) (0)
Asymptotically Optimal Smoothing of Stochastic Approximation Estimates for Regression Parameter Tracking (2001) (0)
Multiple well system in rock: an alternative for heat storage in the IEA-project at Södertuna (1983) (0)
Identification: Time-Domain Methods (1992) (0)
On Self-Robustification of Adaptive Control Performance Criteria (1985) (0)
A (Simple) Perspective on Adaption and Performance of Adaption Mechanisms (1992) (0)
OnParameterandStateEstimationforLinear Dierential-Algeb raicEquations (2006) (0)
Systems Aliasing in Network Reconstruction: Issues in low sampling frequencies (2016) (0)
A personal recollection of Tsypkin (2001) (0)
System Identification : An Expository Survey (1985) (0)
Recursive Parameter Estimation and Adaptive Control : A Brief Status Report for the Potential User (1987) (0)
Experiments with Computer Control of an Air Conditioning Plant (1974) (0)
Frequency-DomainIdentiflcationofContinuous-Time ARMAModelsfromSampledData (2008) (0)
Identiication for Control { What Is There to Learn? R E Gl Ertek N Ik a U T O M at Ic Co N T R O L (2008) (0)
A (simple) perspective on adaptation and performance of adaptation mechanisms (1992) (0)
DynamicNetworkReconstruction from HeterogeneousDatasets (2020) (0)
Panel Discussion: On the Achievable Accuracy in Dynamic System Identification (1984) (0)
Deep Learning and System Identfication (2020) (0)
User Choices for Recursive Identification Methods (1983) (0)
The recursive identification problem in control and signal processing applications (1985) (0)
Issues in closed loop identi cation Urban Forssell and (2014) (0)
Recursive Techniques for Identifying Dynamic Systems (1985) (0)

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