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; Wiener-Hammerstein Benchmark; CONTSID; CAPTAIN; PRMLT; astsa; Optimization Toolbox; UNIT; Simulink; YALMIP; ElemStatLearn; CVX; Signal Processing Toolbox; R; Python; TensorFlow; darch; torchdiffeq; Adam; BoolFilter Cited in: 176 Publications Further Publications: http://sigpromu.org/idtoolbox/publications.html Standard Articles 1 Publication describing the Software, including 1 Publication in zbMATH Year System identification of nonlinear state-space models. Zbl 1209.93155Schön, Thomas B.; Wills, Adrian; Ninness, Brett 2011 all top 5 Cited by 353 Authors 18 Ljung, Lennart 8 Schön, Thomas B. 7 Chen, Tianshi 7 Hjalmarsson, Håkan 7 Ninness, Brett M. 7 Wills, Adrian G. 5 Ding, Feng 4 Garnier, Hugues 4 Mu, Biqiang 4 Pillonetto, Gianluigi 4 Pintelon, Rik 4 Stoica, Petre Gheorghe 4 Zheng, Wei Xing 3 Bako, Laurent 3 Czop, Piotr 3 De Nicolao, Giuseppe 3 Gu, Ya 3 Ohlsson, Henrik 3 Rojas, Cristian R. 3 Schoukens, Johan 3 Verhaegen, Michel 2 Abdalmoaty, Mohamed Rasheed-Hilmy 2 Akçay, Hüseyin 2 Anderson, Sean R. 2 Bai, Erwei 2 Baldacchino, Tara 2 Bemporad, Alberto 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 Hua, Liang 2 Imani, Mahdi 2 Kadirkamanathan, Visakan 2 Li, Junhong 2 Liu, Xin 2 Morari, Manfred 2 Piga, Dario 2 Söderström, Torsten 2 Tan, Ai Hui 2 Tiels, Koen 2 Tóth, Roland 2 Valenzuela, Patricio E. 2 Van den Hof, Paul M. J. 2 Wang, Cheng 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, S. M. 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 S. 1 Alsmadi, Othman M. K. 1 Alwi, Halim 1 Arkov, V. Yu. 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 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. 1 Brown, Alison E. 1 Bruschetta, Mattia 1 Bucolo, Maide 1 Buehner, Michael R. 1 Buratti, Riccardo 1 Cairone, Fabiana 1 Calafiore, Giuseppe Carlo ...and 253 more Authors all top 5 Cited in 48 Serials 70 Automatica 12 International Journal of Control 11 European Journal of Control 5 Journal of the Franklin Institute 4 IEEE Transactions on Automatic Control 4 Circuits, Systems, and Signal Processing 4 International Journal of Adaptive Control and Signal Processing 3 International Journal of Systems Science 3 Systems & Control Letters 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 Cybernetics and Systems Analysis 1 Computational Economics 1 Modeling, Identification and Control 1 Applied Mathematical Finance 1 Journal of Vibration and Control 1 Journal of Applied Statistics 1 International Journal of Wavelets, Multiresolution and Information Processing 1 SIAM Journal on Imaging Sciences 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 all top 5 Cited in 21 Fields 157 Systems theory; control (93-XX) 24 Statistics (62-XX) 13 Operations research, mathematical programming (90-XX) 9 Computer science (68-XX) 8 Biology and other natural sciences (92-XX) 7 Numerical analysis (65-XX) 6 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 5 Probability theory and stochastic processes (60-XX) 4 Mechanics of particles and systems (70-XX) 4 Mechanics of deformable solids (74-XX) 3 Linear and multilinear algebra; matrix theory (15-XX) 3 Information and communication theory, circuits (94-XX) 2 General and overarching topics; collections (00-XX) 2 Real functions (26-XX) 2 Ordinary differential equations (34-XX) 2 Fluid mechanics (76-XX) 1 History and biography (01-XX) 1 Combinatorics (05-XX) 1 Functional analysis (46-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Relativity and gravitational theory (83-XX) Citations by Year