Related Links
Wikipedia Entry for System Identification
Contains general information and related links for system identification.
Wikipedia Entry for Adaptive Control
Contains general information and related links for adaptive control.
Software Tools
ADAPTx - Automated Multivariable System Identification and Time Series Analysis
Optimal estimates in large sample for linear systems with unknown feedback. Includes delay estimation, input selection, fault/change detection, nonlinear systems. For Matlab or C++, by Adaptics, Inc.
CAPTAIN: Computer-Aided Program for Time Series Analysis and Identification of Noisy Systems
Numerous Matlab routines for identification and estimation of discrete and continuous-time systems, nonstationary time series analysis, adaptive forecasting, and time variable/state dependent parameter estimation based on fixed interval smoothing.
CONTSID: Continuous-Time System IDentification
Offers Matlab routines for the identification of continuous-time systems.
COSMAD: Covariance Subspace Modal Analysis and Diagnosis
A free Modal Analysis and Diagnosis Toolbox to work with the Scilab environment.
A Matlab-based toolbox that implements a multivariable control-relevant identification procedure geared for the process industries.
CUEDSID: Cambridge University System Identification Toolbox
Algorithms for identification of linear and bilinear dynamic systems using balanced parametrizations or subspace methods.
Parameter estimation software using FORSE and LLS routines.
Frequency Domain System Identification Toolbox for MATLAB
Offers algorithms to identify linear single-input/single-output system from time/frequency data. See also the Matlab third party software link.
A MATLAB based graphical user interface to estimate parametric models on the basis of frequency domain data.
Fuzzy Identification Toolbox for MATLAB
Created by Dr. Robert Babuska at the Control Engineering Laboratory, Information Technology and Systems, Delft University of Technology.
Mathworks Matlab System Identification Toolbox
An extensive suite of software tools for system identification for use with Matlab. This toolbox is commercially supported by The Mathworks.
The Model-on-Demand toolbox from the Control Systems Engineering Laboratory at Arizona State University.
The NNSYSID toolbox is a set of MATLAB tools for neural network based identification of nonlinear dynamic systems.
SIDPAC: System IDentification Programs for AirCraft
A collection of MATLAB routines developed and used by NASA, implementing a wide variety of experiment design, data analysis, and modeling methods, with emphasis on aircraft system identification.
SLICOT library routines for system identification
FORTRAN routines for idenitification of linear systems.
University of Newcastle System Identification Toolbox (UNIT)
A freely available system identification toolbox for use with Matlab and Octave.
Groups
Delft Center for Systems and Control, Delft University of Technology, The Netherlands
Center for Complex Dynamic Systems and Control, University of Newcastle, Australia
Center for Systems Engineering and Applied Mechanics, Universite Catholique de Louvain, Belgium
Control Systems Engineering Laboratory, Arizona State University, USA
Department ELEC, Vrije Universiteit Brussel, Belgium
Department of Automatic Control, Lund Institute of Technology, Sweden
Dipartimento di Elettronica e Informazione, Politecnico di Milano, Italy
Dipartimento di Ingegneria dell'Informazione - Universita di Padova
Division of Automatic Control, Department of Electrical Engineering, Linköping University, Sweden
Division of Optimization and Systems Theory, Royal Institute of Technology, Sweden
European Research Network System Identification (ERNSI)
ESAT-SISTA, K.U. Leuven, Belgium
Signal Processing Microelectronics Group, University of Newcastle, Australia
System Identification Group, Department of Information Technology, Uppsala University, Sweden
Databases
DAISY DaISy: Database for the Identification of Systems. Contains datasets and other useful information for the identification of systems.
RSS Feeds
IEEE Transactions on Automatic Control
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IEEE Transactions on Control Systems Technology
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IEEE Transactions on Industry Applications
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