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System Identification Toolbox

swMATH ID: 5686
Software Authors: Schön, Thomas B; Wills, Adrian; Ninness, Brett; Lennart Ljung
Description: SIT (System Identification Toolbox) is a software package, running under either GNU Octave or MATLAB, for estimation of dynamic systems. A wide range of standard estimation approaches are supported. These include the use of non-parametric, subspace-based, and prediction-error algorithms coupled (in the latter case) with either MIMO state space or MISO polynomial model structures. A key feature of the software is the implementation of several new techniques that have been investigated by the authors. These include the estimation of non-linear models, the use of non-standard model parametrizations, and the employment of Expectation Maximization (EM) methods.
Homepage: http://sigpromu.org/idtoolbox/
Dependencies: Octave or MATLAB
Keywords: Scientific/Engineering; Mathematics
Related Software: Matlab; CAPTAIN; Wiener-Hammerstein Benchmark; CONTSID; astsa; PRMLT; CVX; Optimization Toolbox; Adam; UNIT; ElemStatLearn; YALMIP; Simulink; Signal Processing Toolbox; R; Python; darch; TensorFlow; torchdiffeq; BoolFilter
Cited in: 188 Documents
Further Publications: http://sigpromu.org/idtoolbox/publications.html
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Cited by 379 Authors

18 Ljung, Lennart
9 Chen, Tianshi
7 Hjalmarsson, Håkan
7 Ninness, Brett M.
6 Mu, Biqiang
5 Ding, Feng
5 Schön, Thomas B.
4 Garnier, Hugues
4 Pillonetto, Gianluigi
4 Pintelon, Rik
4 Rojas, Cristian R.
4 Stoica, Petre Gheorghe
4 Wills, Adrian George
4 Zheng, Wei Xing
3 Bako, Laurent
3 Bemporad, Alberto
3 Czop, Piotr
3 De Nicolao, Giuseppe
3 Gu, Ya
3 Ohlsson, Henrik
3 Schoukens, Johan
3 Tiels, Koen
3 Tóth, Roland
3 Verhaegen, Michel
2 Abdalmoaty, Mohamed Rasheed-Hilmy
2 Akçay, Hüseyin
2 Anderson, Sean R.
2 Bai, Erwei
2 Baldacchino, Tara
2 Bottegal, Giulio
2 Braga-Neto, Ulisses M.
2 Chiuso, Alessandro
2 De Moor, Bart L. R.
2 Di Ruscio, David
2 Forgione, Marco
2 Gibson, Stuart
2 Gillberg, Jonas
2 Godfrey, Keith R.
2 Guo, Lanjie
2 Harris, Christopher J.
2 Hua, Liang
2 Imani, Mahdi
2 Kadirkamanathan, Visakan
2 Li, Junhong
2 Liu, Xin
2 Morari, Manfred
2 Piga, Dario
2 Schön, Thomas Bo
2 Schoukens, Maarten
2 Söderström, Torsten
2 Tan, Ai Hui
2 Valenzuela, Patricio E.
2 Van den Hof, Paul M. J.
2 Wang, Cheng
2 Wills, Adrian G.
2 Xiong, Weili
2 Yang, Xianqiang
2 Young, Peter C.
1 Abo-Hammour, Za’er S.
1 Abo-Zalam, Belal
1 Aboelela, Magdy A. S.
1 Acernese, F.
1 Agrawal, Monika
1 Agüero, Juan-Carlos
1 Åhgren, Per
1 Ahmad, Salim M.
1 Ailliot, Pierre
1 Al-Saleh, R.
1 Al-Smadi, Adnan M.
1 Alberts, J. S. C.
1 Aljanaideh, Khaled F.
1 Alotta, Gioacchino
1 Alsaadi, Fuad Eid Salem
1 Alsmadi, Othman M. K.
1 Alwi, Halim
1 Arkov, V. Yu.
1 Askari, Ehsan
1 Astolfi, Alessandro
1 Baeyens, Enrique
1 Barić, Miroslav
1 Barker, H. Anthony
1 Barone, Fabrizio
1 Barszcz, Tomasz
1 Bauer, Dietmar
1 Bazanella, Alexandre Sanfelice
1 Beccarini, Andrea
1 Beintema, Gerben I.
1 Benítez-Pérez, Héctor
1 Bernstein, Dennis S.
1 Besselmann, Thomas
1 Bianchi, Michele Leonardo
1 Bittanti, Sergio
1 Bitzer, Sebastian
1 Bobál, Vladimír
1 Bobtsov, Alexey A.
1 Bombois, Xavier
1 Bossley, K. M.
1 Boukharouba, Khaled
1 Boyd, Stephen Poythress
1 Breikin, T. V.
...and 279 more Authors
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Cited in 51 Serials

76 Automatica
14 International Journal of Control
11 European Journal of Control
5 Journal of the Franklin Institute
4 IEEE Transactions on Automatic Control
4 Systems & Control Letters
4 Circuits, Systems, and Signal Processing
4 International Journal of Adaptive Control and Signal Processing
3 International Journal of Systems Science
3 Mathematical and Computer Modelling of Dynamical Systems
2 Biological Cybernetics
2 Computers & Mathematics with Applications
2 Applied Mathematics Letters
2 Applied Mathematical Modelling
2 Complexity
2 Mathematical Problems in Engineering
2 Nonlinear Dynamics
2 Communications in Nonlinear Science and Numerical Simulation
2 International Journal of Applied Mathematics and Computer Science
2 Nonlinear Analysis. Hybrid Systems
2 Advances in Industrial Control
1 Acta Mechanica
1 Classical and Quantum Gravity
1 Mathematical Biosciences
1 Applied Mathematics and Computation
1 Journal of Computational and Applied Mathematics
1 Meccanica
1 Journal of Time Series Analysis
1 Statistical Science
1 Signal Processing
1 Economics Letters
1 Automation and Remote Control
1 Communications in Statistics. Simulation and Computation
1 Pattern Recognition
1 Archive of Applied Mechanics
1 International Journal of Robust and Nonlinear Control
1 Cybernetics and Systems Analysis
1 Computational Economics
1 Modeling, Identification and Control
1 Applied Mathematical Finance
1 Journal of Vibration and Control
1 Multibody System Dynamics
1 Journal of Applied Statistics
1 International Journal of Wavelets, Multiresolution and Information Processing
1 SIAM Journal on Imaging Sciences
1 Discrete and Continuous Dynamical Systems. Series S
1 Journal of Control Science and Engineering
1 Asian Journal of Control
1 Statistics and Computing
1 Journal of Function Spaces
1 International Journal of Systems Science. Principles and Applications of Systems and Integration

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