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Original Articles

On-line structured subspace identification with application to switched linear systems

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Pages 1496-1515 | Received 26 Oct 2007, Accepted 19 Oct 2008, Published online: 18 Jun 2009

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Stefan Kersting & Martin Buss. (2019) Recursive estimation in piecewise affine systems using parameter identifiers and concurrent learning. International Journal of Control 92:6, pages 1264-1281.
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Miao Yu, Federico Bianchi & Luigi Piroddi. (2024) A distributed randomized method for the identification of switched ARX systems. International Journal of Adaptive Control and Signal Processing.
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Renato V. Lopes, João Y. Ishihara & Geovany A. Borges. (2023) New framework for identifying discrete-time switched linear systems. Journal of the Brazilian Society of Mechanical Sciences and Engineering 45:12.
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Fethi Bencherki, Semiha Türkay & Hüseyin Akçay. (2023) Basis transform in linear switched system models from input–output data. International Journal of Adaptive Control and Signal Processing 37:12, pages 3151-3168.
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Fethi Bencherki, Semiha Türkay & Hüseyin Akçay. (2023) Realization of multi-input/multi-output switched linear systems from Markov parameters. Nonlinear Analysis: Hybrid Systems 48, pages 101311.
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Mihály Petreczky & Laurent Bako. (2023) On the notion of persistence of excitation for linear switched systems. Nonlinear Analysis: Hybrid Systems 48, pages 101308.
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Xiujun Chai, Hongwei Wang, Xinru Ji & Lin Wang. (2020) Identification of switched linear systems based on expectation-maximization and Bayesian algorithms. Transactions of the Institute of Measurement and Control 43:2, pages 412-420.
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M. Petreczky, L. Bako, S. Lecoeuche & K. M. D. Motchon. (2020) Minimality and identifiability of discrete‐time switched autoregressive exogenous systems. International Journal of Robust and Nonlinear Control 30:15, pages 5871-5891.
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Chai Xiujun, Wang Hongwei, Wang Lin & Xiao Zhengqing. (2020) Identification of switched nonlinear systems based on EM algorithm. Identification of switched nonlinear systems based on EM algorithm.
Minghong She & Baocang Ding. (2018) Closed-loop subspace identification of multivariable dynamic errors-in-variables models based on ORT. Cluster Computing 22:S2, pages 4907-4915.
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Fabien Lauer & Gérard BlochFabien Lauer & Gérard Bloch. 2019. Hybrid System Identification. Hybrid System Identification 183 203 .
Hadi Keshvari‐Khor, Ali Karimpour & Naser Pariz. (2018) Identification of continuous‐time switched linear systems from low‐rate sampled data. IET Control Theory & Applications 12:14, pages 1964-1973.
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Zhe Li & Guang-Hong Yang. (2018) Integrated Design of Event-Triggered Closed-Loop Subspace Predictive Control Scheme. IEEE/ASME Transactions on Mechatronics 23:1, pages 80-88.
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Renato V. Lopes, João Y. Ishihara & Geovany A. Borges. (2016) Identification of state-space switched linear systems using clustering and hybrid filtering. Journal of the Brazilian Society of Mechanical Sciences and Engineering 39:2, pages 565-573.
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Mohammad Gorji Sefidmazgi, Mina Moradi Kordmahalleh, Abdollah Homaifar, Ali Karimoddini & Edward Tunstel. (2016) A bounded switching approach for identification of switched MIMO systems. A bounded switching approach for identification of switched MIMO systems.
John-Eric Saxén, Henrik Saxén & Hannu T. Toivonen. (2016) Identification of switching linear systems using self-organizing models with application to silicon prediction in hot metal. Applied Soft Computing 47, pages 271-280.
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Ye Yuan, Yorie Nakahira & Claire J. Tomlin. (2016) On identification of parameterized switched linear systems. On identification of parameterized switched linear systems.
Carlos Gonzalez, Daniel Svenkeson, Diana J. Kim, Martin J. McKeown & Meeko Oishi. (2015) Detection of manual tracking submovements in Parkinson's disease through hybrid optimization. IFAC-PapersOnLine 48:27, pages 291-297.
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Amir H. Shirdel, Kaj-Mikael Bjork & Hannu T. Toivonen. (2014) Identification of Linear Switching System with Unknown Dimensions. Identification of Linear Switching System with Unknown Dimensions.
Renato Vilela Lopes, Geovany Araujo Borges & Joao Yoshiyuki Ishihara. (2013) New algorithm for identification of discrete-time switched linear systems. New algorithm for identification of discrete-time switched linear systems.
Laurent Bako, Van Luong Le, Fabien Lauer & Gerard Bloch. (2013) Identification of MIMO switched state-space models. Identification of MIMO switched state-space models.
Andrea Garulli, Simone Paoletti & Antonio Vicino. (2012) A survey on switched and piecewise affine system identification. IFAC Proceedings Volumes 45:16, pages 344-355.
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Mihály Petreczky, Laurent Bako & Stephane Lecoeuche. (2012) Minimality and identifiability of SARX systems. IFAC Proceedings Volumes 45:16, pages 541-546.
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J. Wang & T. Chen. (2012) Parameter estimation of periodically switched linear systems. IET Control Theory & Applications 6:6, pages 768.
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Mihaly Petreczky & Laurent Bako. (2011) On the notion of persistence of excitation for linear switched systems. On the notion of persistence of excitation for linear switched systems.
Jiadong Wang & Tongwen Chen. (2011) Online identification of switched linear output error models. Online identification of switched linear output error models.
Guillaume Mercère & Laurent Bako. (2011) Parameterization and identification of multivariable state-space systems: A canonical approach. Automatica 47:8, pages 1547-1555.
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Laurent Bako, Khaled Boukharouba, Eric Duviella & Stéphane Lecoeuche. (2011) A recursive identification algorithm for switched linear/affine models. Nonlinear Analysis: Hybrid Systems 5:2, pages 242-253.
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Ronald L Westra, Mihály Petreczky Ralf & L.M Peeters. (2011) Identification of Piecewise Linear Models of Complex Dynamical Systems. IFAC Proceedings Volumes 44:1, pages 14863-14868.
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Mihaly Petreczky, Laurent Bako & Jan H. van Schuppen. (2010) Identifiability of discrete-time linear switched systems. Identifiability of discrete-time linear switched systems.
L. Bako, K. Boukharouba, E. Duviella & S. Lecoeuche. (2009) Switched affine models for describing nonlinear systems. IFAC Proceedings Volumes 42:17, pages 415-420.
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L. Bako, G. Mercère & S. Lecoeuche. (2009) Identification of Multivariable Canonical State-Space Representations. IFAC Proceedings Volumes 42:10, pages 1638-1643.
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L. Bako, G. Mercère, R. Vidal & S. Lecoeuche. (2009) Identification of switched linear state space models without minimum dwell time. IFAC Proceedings Volumes 42:10, pages 569-574.
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