| Publication | Date of Publication | Type |
|---|
| Asymptotic Theory for Regularized System Identification Part I: Empirical Bayes Hyperparameter Estimator | 2024-02-29 | Paper |
| When cannot regularization improve the least squares estimate in the kernel-based regularized system identification | 2024-02-13 | Paper |
| Linear Quadratic Control Using Model-Free Reinforcement Learning | 2023-09-06 | Paper |
| Regularized system identification. Learning dynamic models from data | 2022-03-11 | Paper |
| System Aliasing in Dynamic Network Reconstruction:Issues on Low Sampling Frequencies | 2022-02-24 | Paper |
| Revisiting total model errors and model validation | 2022-01-21 | Paper |
| Nonlinear System Identification: A User-Oriented Road Map | 2022-01-10 | Paper |
| On the Asymptotic Optimality of Cross-Validation based Hyper-parameter Estimators for Regularized Least Squares Regression Problems | 2021-04-21 | Paper |
| Dynamic network reconstruction from heterogeneous datasets | 2021-04-12 | Paper |
| Constrained Subspace Method for the Identification of Structured State-Space Models (COSMOS) | 2021-03-12 | Paper |
| On Local LTI Model Coherence for LPV Interpolation | 2020-10-07 | Paper |
| A shift in paradigm for system identification | 2020-02-17 | Paper |
| On convexification of system identification criteria | 2020-01-28 | Paper |
| Benchmark problems for continuous-time model identification: design aspects, results and perspectives | 2019-12-19 | Paper |
| Identification of Nonlinear State-Space Systems From Heterogeneous Datasets | 2018-12-04 | Paper |
| On asymptotic properties of hyperparameter estimators for kernel-based regularization methods | 2018-10-17 | Paper |
| Decentralized Particle Filter With Arbitrary State Decomposition | 2018-07-18 | Paper |
| A General Convergence Result for Particle Filtering | 2018-07-18 | Paper |
| A Basic Convergence Result for Particle Filtering | 2018-06-27 | Paper |
| Identification of structured state-space models | 2018-06-14 | Paper |
| Algorithms and Performance Analysis for Stochastic Wiener System Identification | 2018-05-23 | Paper |
| Generalized Kalman smoothing: modeling and algorithms | 2017-11-17 | Paper |
| From structurally independent local LTI models to LPV model | 2017-11-17 | Paper |
| Maximum Entropy Kernels for System Identification | 2017-07-27 | Paper |
| Using the bootstrap to estimate the variance in the case of undermodeling | 2017-06-20 | Paper |
| Implementation of algorithms for tuning parameters in regularized least squares problems in system identification | 2017-06-06 | Paper |
| System Identification Via Sparse Multiple Kernel-Based Regularization Using Sequential Convex Optimization Techniques | 2017-05-16 | Paper |
| Regularized linear system identification using atomic, nuclear and kernel-based norms: the role of the stability constraint | 2016-05-20 | Paper |
| Maximum entropy properties of discrete-time first-order stable spline kernel | 2016-03-08 | Paper |
| Identification of Stochastic Wiener Systems using Indirect Inference | 2015-07-20 | Paper |
| Weight Determination by Manifold Regularization | 2015-06-24 | Paper |
| Kernel methods in system identification, machine learning and function estimation: a survey | 2014-10-20 | Paper |
| Scalable anomaly detection in large homogeneous populations | 2014-10-08 | Paper |
| Letters to the editor on the paper ``Dynamic wavelet and equivalent models | 2014-08-12 | Paper |
| Estimating linear time-invariant models of nonlinear time-varying systems | 2014-08-07 | Paper |
| Robust control of identified models with mixed parametric and non-parametric uncertainties | 2014-08-07 | Paper |
| Variance properties of a two-step ARX estimation procedure | 2014-08-07 | Paper |
| Identification of switched linear regression models using sum-of-norms regularization | 2014-04-14 | Paper |
| Regressor and structure selection in NARX models using a structured ANOVA approach | 2014-03-19 | Paper |
| On the estimation of transfer functions, regularizations and Gaussian processes-revisited | 2013-07-31 | Paper |
| Identification of Hammerstein-Wiener models | 2013-03-04 | Paper |
| Four encounters with system identification | 2012-12-08 | Paper |
| Smoothed state estimates under abrupt changes using sum-of-norms regularization | 2012-05-14 | Paper |
| Difference algebra and system identification | 2011-11-03 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3001241 | 2011-05-31 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2995222 | 2011-04-20 | Paper |
| Frequency domain identification of continuous-time output error models. I: Uniformly sampled data and frequency function approximation | 2010-07-20 | Paper |
| Frequency domain identification of continuous-time output error models. II: Non-uniformly sampled data and B-spline output approximation | 2010-07-20 | Paper |
| Issues in sampling and estimating continuous-time models with stochastic disturbances | 2010-07-08 | Paper |
| Segmentation of ARX-models using sum-of-norms regularization | 2010-06-17 | Paper |
| An improved phase method for time-delay estimation | 2010-01-08 | Paper |
| Revisiting Hammerstein system identification through the two-stage algorithm for bilinear parameter estimation | 2010-01-08 | Paper |
| Frequency-domain identification of continuous-time ARMA models from sampled data | 2009-07-24 | Paper |
| Maximum likelihood identification of Wiener models | 2009-01-20 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5436800 | 2008-01-17 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3590803 | 2007-09-03 | Paper |
| On parameter and state estimation for linear differential--algebraic equations | 2007-04-13 | Paper |
| A novel subspace identification approach with enforced causal models | 2005-12-08 | Paper |
| Regressor selection with the analysis of variance method | 2005-05-12 | Paper |
| Linear approximations of nonlinear FIR systems for separable input processes | 2005-05-12 | Paper |
| Nonlinear system identification via direct weight optimization | 2005-05-12 | Paper |
| Robustness guarantees for linear control designs with an estimated nonlinear model error model | 2005-02-22 | Paper |
| Identification of piecewise affine systems via mixed-integer programming. | 2004-03-14 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4451705 | 2004-03-01 | Paper |
| Variance expressions for spectra estimated using auto-regressions. | 2004-01-26 | Paper |
| Identification of composite local linear state-space models using a projected gradient search | 2003-10-20 | Paper |
| Some facts about the choice of the weighting matrices in Larimore type of subspace algorithms | 2002-09-05 | Paper |
| Comparing different approaches to model error modeling in robust identification | 2002-09-05 | Paper |
| Asymptotically optimal smoothing of averaged LMS estimates for regression parameter tracking | 2002-09-05 | Paper |
| \(L_{2}\) model reduction and variance reduction | 2002-09-05 | Paper |
| Asymptotic variance expressions for estimated frequency functions | 2002-07-21 | Paper |
| On-line identification and adaptive trajectory tracking for nonlinear stochastic continuous time systems using differential neural networks | 2002-02-27 | Paper |
| Asymptotic variance expressions for closed-loop identification | 2002-01-16 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4524141 | 2001-11-05 | Paper |
| A projection method for closed-loop identification | 2001-08-05 | Paper |
| Recursive least-squares and accelerated convergence in stochastic approximation schemes | 2001-07-02 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4263623 | 2000-12-10 | Paper |
| An alternative motivation for the indirect approach to closed-loop identification | 2000-10-17 | Paper |
| Identification of unstable systems using output error and Box-Jenkins model structures | 2000-10-17 | Paper |
| Some results on optimal experiment design | 2000-10-10 | Paper |
| Ensuring monotonic gain characteristics in estimated models by fuzzy model structures | 2000-07-18 | Paper |
| Closed-loop identification revisited | 1999-09-02 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4227156 | 1999-05-26 | Paper |
| Classical model validation for control design purposes | 1997-11-09 | Paper |
| The role of model validation for assessing the size of the unmodeled dynamics | 1997-10-28 | Paper |
| Necessary and sufficient conditions for stability of LMS | 1997-08-03 | Paper |
| Vibration data analysis for a commercial aircraft | 1997-05-14 | Paper |
| Subspace-based identification of infinite-dimensional multivariable systems from frequency-response data | 1997-03-25 | Paper |
| Subspace identification from closed loop data | 1997-02-27 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4892197 | 1997-02-11 | Paper |
| On the choice of norms in system identification | 1996-12-01 | Paper |
| System Identification in a MIC perspective | 1996-11-20 | Paper |
| Subspace-based multivariable system identification from frequency response data | 1996-10-22 | Paper |
| Nonlinear black-box modeling in system identification: A unified overview | 1996-06-05 | Paper |
| Nonlinear black-box models in system identification: Mathematical foundations | 1996-06-05 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4840547 | 1996-04-16 | Paper |
| Overtraining, regularization and searching for a minimum, with application to neural networks | 1996-02-25 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4858756 | 1995-12-19 | Paper |
| Exponential stability of general tracking algorithms | 1995-11-21 | Paper |
| Performance analysis of general tracking algorithms | 1995-11-21 | Paper |
| On the precision of a model in system identitification | 1995-10-29 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3140702 | 1994-12-12 | Paper |
| On global identifiability for arbitrary model parametrizations | 1994-09-08 | Paper |
| Performance analysis of the forgetting factor RLS algorithm | 1994-03-22 | Paper |
| A discussion of model accuracy in system identification | 1993-02-18 | Paper |
| Asymptotic properties of the least-squares method for estimating transfer functions and disturbance spectra | 1993-01-16 | Paper |
| Hard frequency-domain model error bounds from least-squares like identification techniques | 1992-10-06 | Paper |
| Estimating model variance in the case of undermodeling | 1992-10-06 | Paper |
| Remarks on the mean square tracking error | 1992-09-26 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4003497 | 1992-09-18 | Paper |
| A result on the mean square error obtained using general tracking algorithms | 1992-06-28 | Paper |
| Construction of composite models from observed data | 1992-06-28 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3358548 | 1991-01-01 | Paper |
| Adaptation and tracking in system identification - a survey | 1990-01-01 | Paper |
| Corrections to ``A discussion of adaptive stabilization and robust adaptive control | 1990-01-01 | Paper |
| A discussion of adaptive stabilization and robust adaptive control | 1989-01-01 | Paper |
| Frequency domain tracking characteristics of adaptive algorithms | 1989-01-01 | Paper |
| Recursive identification of bilinear systems | 1987-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3780863 | 1987-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3798568 | 1987-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4724470 | 1987-01-01 | Paper |
| Design variables for bias distribution in transfer function estimation | 1986-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3746857 | 1986-01-01 | Paper |
| Adaptive control based on explicit criterion minimization | 1985-01-01 | Paper |
| Error propagation properties of recursive least-squares adaptation algorithms | 1985-01-01 | Paper |
| Unprejudiced optimal open loop input design for identification of transfer functions | 1985-01-01 | Paper |
| On the estimation of transfer functions | 1985-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3684017 | 1985-01-01 | Paper |
| Asymptotic variance expressions for identified black-box transfer function models | 1985-01-01 | Paper |
| Explicit strict sense state-space realizations of non-stationary processes† | 1985-01-01 | Paper |
| Recursive methods for off-line identification | 1985-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3710435 | 1985-01-01 | Paper |
| Asymptotic properties of black-box identification of transfer functions | 1985-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3809082 | 1985-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3337352 | 1984-01-01 | Paper |
| Black-box identification of multivariable transfer functions—asymptotic properties and optimal input design | 1984-01-01 | Paper |
| Analysis of stochastic gradient algorithms for linear regression problems | 1984-01-01 | Paper |
| Black-box Identification of Transfer Functions: Asymptotic Results for Increasing Model Order and Data Records | 1984-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3342413 | 1983-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3671867 | 1983-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3741554 | 1983-01-01 | Paper |
| Fast numerical solution of Fredholm integral equations with stationary kernels | 1982-01-01 | Paper |
| On line structure selection for multivariable state-space models | 1982-01-01 | Paper |
| Two filter smoothing formulae by diagonalization of the Hamiltonian equations† | 1982-01-01 | Paper |
| Frequency domain versus time domain methods in system identification | 1981-01-01 | Paper |
| Analysis of a general recursive prediction error identification algorithm | 1981-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3955249 | 1981-01-01 | Paper |
| Comments on 'Non-convergence of the approximate maximum likelihood identification algorithm | 1980-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3893199 | 1980-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3927168 | 1980-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3960571 | 1980-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3966024 | 1980-01-01 | Paper |
| New inversion formulas for matrices classified in terms of their distance from Toeplitz matrices | 1979-01-01 | Paper |
| Fast time-invariant implementations for linear least-squares smoothing filters | 1979-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3872334 | 1979-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3874065 | 1979-01-01 | Paper |
| The Factorization and Representation of Operators in the Algebra Generated by Toeplitz Operators | 1979-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3879169 | 1979-01-01 | Paper |
| Asymptotic behavior of the extended Kalman filter as a parameter estimator for linear systems | 1979-01-01 | Paper |
| A theoretical analysis of recursive identification methods | 1978-01-01 | Paper |
| Strong convergence of a stochastic approximation algorithm | 1978-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3882946 | 1978-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3962887 | 1978-01-01 | Paper |
| Extended Levinson and Chandrasekhar equations for general discrete-time linear estimation problems | 1978-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4168452 | 1978-01-01 | Paper |
| Fast time-invariant implementations of Gaussian signal detectors | 1978-01-01 | Paper |
| Convergence of an adaptive filter algorithm | 1978-01-01 | Paper |
| Convergence analysis of parametric identification methods | 1978-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4184685 | 1978-01-01 | Paper |
| Identification of processes in closed loop-identifiability and accuracy aspects | 1977-01-01 | Paper |
| Theory and applications of selftuning regulators | 1977-01-01 | Paper |
| Efficient change of initial conditions, dual chandrasekhar equations, and some applications | 1977-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4135338 | 1977-01-01 | Paper |
| On positive real transfer functions and the convergence of some recursive schemes | 1977-01-01 | Paper |
| Analysis of recursive stochastic algorithms | 1977-01-01 | Paper |
| A unified approach to smoothing formulas | 1976-01-01 | Paper |
| Scattering theory and linear least squares estimation. II: Discrete-time problems | 1976-01-01 | Paper |
| The asymptotic behavior of constant-coefficient Riccati differential equations | 1976-01-01 | Paper |
| Backwards Markovian models for second-order stochastic processes (Corresp.) | 1976-01-01 | Paper |
| Consistency of the least-squares identification method | 1976-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4103416 | 1976-01-01 | Paper |
| Identifiability conditions for linear multivariable systems operating under feedback | 1976-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4146644 | 1976-01-01 | Paper |
| Identifiability conditions for linear systems operating in closed loop† | 1975-01-01 | Paper |
| Convergence properties of a method for state estimation in power systems | 1975-01-01 | Paper |
| Counterexamples to general convergence of a commonly used recursive identification method | 1975-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4198563 | 1975-01-01 | Paper |
| Some New Analytic and Computational Results for Operator Riccati Equations | 1975-01-01 | Paper |
| Asymptotic dispersion of stochastic approximation algorithms | 1974-01-01 | Paper |
| Identification of linear, multivariable systems operating under linear feedback control | 1974-01-01 | Paper |
| Comments on "A Stochastic Approximation Method" | 1972-01-01 | Paper |
