- AHMED , M. S. 1986 . Parameter estimation in bilinear systems by instrumental variable methods . International Journal of Control , 44 : 1177 – 1183 .
- BAHETI , R. S. , MOHLER , R. R. and SPANG , H. A. 1980 . Second-order correlation method for bilinear system identification . IEEE Transactions on Automatic Control , 25 : 1141 – 1146 .
- BRUNI , C. , DIPILLO , G. and KOCH , G. 1974 . Bilinear systems: An appealing class of nearly linear systems in theory and applications . IEEE Transactions on Automatic Control , 19 : 334 – 348 .
- CHEN , H. , ZINOBER , A. S. I. and RUAN , R. 1996 . Strong consistency and convergence rate of parameter identification for bilinear systems . International Journal of Control , 63 : 907 – 919 .
- CHENG , B. and HSU , N.-S. 1982 . Analysis and parameter estimation of bilinear systems via block-pulse functions . International Journal of Control , 36 : 53 – 65 .
- DESAI , U. B. 1986 . Realization of bilinear stochastic systems . IEEE Transactions on Automatic Control , 31 : 189 – 192 .
- FAVOREEL , W. 1999 . “ Subspace Methods for Identification and Control of Linear and Bilinear Systems ” . Leuven, , Belgium : Leuven Catholic University . PhD thesis
- FAVOREEL , W. , DE MOOR , B. and VAN OVERSCHEE , P. 1996 . Subspace identification of bilinear systems subject to white inputs. Technical report , Belgium : Leuven Catholic University . ESAT-SISTA/TR 1996-531
- FAVOREEL , W. , DE MOOR , B. and VAN OVERSCHEE , P. 1999 . Subspace identification of bilinear systems subject to white inputs . IEEE Transactions on Automatic Control , 44 : 1157 – 1165 .
- FNAIECH , F. and LJUNG , L. 1987 . Recursive identification of bilinear systems . International Journal of Control , 45 : 453 – 470 .
- GABR , M. M. and RAO , T. S. 1984 . On the identification of bilinear systems from operating records . International Journal of Control , 40 : 121 – 128 .
- GOLUB , G. H. and PEREYRA , V. 1973 . The differentiation of pseudo-inverses and nonlinear least squares problems whose variables separate . SIAM Journal of Numerical Analysis , 10 : 413 – 432 .
- GOLUB , G. H. and VAN LOAN , C. F. 1996 . Matrix Computations. , third edition , Baltimore, MD : The Johns Hopkins University Press .
- HABER , R. and UNBEHAUEN , H. 1990 . Structure identification of nonlinear dynamic systems -- a survey on input/output approaches . Automatica , 26 : 651 – 677 .
- HAN , S. , KIM , J. and SUNG , K. 1996 . Extended generalized total least squares method for the identification of bilinear systems . IEEE Transactions on Signal Processing , 44 : 1015 – 1018 .
- HANZON , B. and PEETERS , R. 1997 . Balanced parameterizations of stable SISO all-pass systems in discretetime , Technical report Maastricht University .
- HAYKIN , S. 1999 . Neural Networks: A Comprehensive Foundation , second edition , Upper Saddle River, NJ : Prentice Hall .
- INAGAKI , M. and MOCHIZUKI , H. 1984 . Bilinear system identification by Volterra kernels estimation . IEEE Transactions on Automatic Control , 29 : 746 – 749 .
- ISIDORL , A. 1973 . Direct construction of minimal bilinear realizations from nonlinear input-output maps . IEEE Transactions on Automatic Control , 18 : 626 – 631 .
- KARANAM , V. R. , FRICK , P. A. and MOHLER , R. R. 1978 . Bilinear system identification by Walsh functions . IEEE Transactions on Automatic Control , 23 : 709 – 713 .
- LARIMORE , W. E. System identification, reduced order filters and modelling via canonical variate analysis . Proceedings of the American Control Conference . San Francisco, California, USA. pp. 445 – 451 .
- LAWSON , C. L. and HANSON , R. J. 1995 . Solving Least Squares Problems. , second edition , Philadelphia : SIAM .
- LIU , G. P. and WANG , H. 1993 . An improved recursive identification method for bilinear systems . International Journal of Modelling and Simulation , 13 : 88 – 91 .
- MOHLER , R. R. and KOLODZIEJ , W. J. 1980 . An overview of bilinear system theory and applications . IEEE Transactions on Systems, Man and Cybernetics , 10 : 683 – 688 .
- PRIESTLEY , M. B. 1988 . Non-linear and Non-stationary Time Series Analysis. , London : Academic Press .
- VAN OVERSCHEE , P. and DE MOOR , B. 1996 . Subspace Identification for Linear Systems; Theory, Implementation, Applications , Dordrecht, , The Netherlands : Kluwer Academic Publishers .
- VERDULT , V. and VERHAEGEN , M. Subspace-based identification of MIMO bilinear systems . Proceedings of the European Control Conference . Karlsruhe, Germany.
- VERDULT , V. , VERHAEGEN , M. and CHOU , C. T. Identification of MIMO bilinear state space models using separable least squares . Proceedings of the American Control Conference . San Diego, California, USA. pp. 838 – 842 .
- VERDULT , V. , VERHAEGEN , M. , CHOU , C. T. and LOVERA , M. Efficient and systematic identification of MIMO bilinear state space models . Proceedings of the 37th IEEE Conference on Decision and Control . Tampa, Florida, USA. pp. 1260 – 1265 .
- VERHAEGEN , M. 1987 . “ The minimal residual QR-factorization algorithm for reliably solving subset regression problems ” . In Technical Report NASA TM 100021, NASA , California, , USA : Ames Research Center, Moffett Field .
- VERHAEGEN , M. 1994 . Identification of the deterministic part of MIMO state space models given in innovations form from input-output data . Automatic a , 30 : 61 – 74 .
Identification of multivariable bilinear state space systems based on subspace techniques and separable least squares optimization
Reprints and Corporate Permissions
Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?
To request a reprint or corporate permissions for this article, please click on the relevant link below:
Academic Permissions
Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?
Obtain permissions instantly via Rightslink by clicking on the button below:
If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.
Related research
People also read lists articles that other readers of this article have read.
Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.
Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.