Publications for Christian Lyzell
Co-author map based on ISI articles 2007-

Keywords

wiener variables system subspace selection ritts nonnegative nonlinear model inverse identification global garrote estimation estimate discrete-time dimension continuous-time class algorithm

Journal Articles

Christian Lyzell, Torkel Glad, Martin Enqvist and Lennart Ljung
  Difference Algebra and System Identification
  Automatica, 2011, 47(9), 1896-1904.
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Conference Articles

Maarten Schoukens, Christian Lyzell and Martin Enqvist
  Combining the best linear approximation and dimension reduction to identify the linear blocks of parallel Wiener systems
  Proceedings of the 11th IFAC International Workshop on Adaptation and Learning in Control and Signal Processing, 2013.


Christian Lyzell, Martin Andersen and Martin Enqvist
  A Convex Relaxation of a Dimension Reduction Problem using the Nuclear Norm
  Proceedings of the 51st IEEE Conference on Decision and Control, 2012.


Christian Lyzell and Martin Enqvist
  Inverse Regression for the Wiener Class of Systems
  Proceedings of the 16th IFAC Symposium on System Identification, 2012.


Christian Lyzell and Martin Enqvist
  Sliced Inverse Regression for the Identification of Dynamical Systems
  Proceedings of the 16th IFAC Symposium on System Identification, 2012.


Christian Lyzell, Martin Enqvist, Roland Toth, Peter S. C. Heuberger and Paul M. J. Van den Hof
  Order and Structural Dependence Selection of LPV-ARX Models using a Nonnegative Garrote Approach
  Proceedings of the 48th IEEE Conference on Decision and Control held jointly with the 28th Chinese Control Conference, 2009.


Christian Lyzell, Martin Enqvist and Lennart Ljung
  Handling Certain Structure Information in Subspace Identification
  Proceedings of the 15th IFAC Symposium on System Identification, 2009.


Christian Lyzell, Torkel Glad, Martin Enqvist and Lennart Ljung
  Identification Aspects of Ritt's Algorithm for Discrete-Time Systems
  Proceedings of the 15th IFAC Symposium on System Identification, 2009.


Christian Lyzell, Jacob Roll and Lennart Ljung
  The Use of Nonnegative Garrote for Order Selection of ARX Models
  Proceedings of the 47th IEEE Conferance on Decision and Control, 2008.


 Web of Science® Times Cited: 2  Fulltext PDF

Ph.D. Theses

Christian Lyzell
  Structural Reformulations in System Identification
  2012.


  Fulltext PDF

Licentiate Theses

Christian Lyzell
  Initialization Methods for System Identification
  2009.


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Reports

Maarten Schoukens, Christian Lyzell and Martin Enqvist
  Combining the best linear approximation and dimension reduction to identify thelinear blocks of parallel Wiener systems
  LiTH-ISY-R, 3050, 2012.


  Fulltext PDF

Christian Lyzell and Martin Enqvist
  Inverse Regression for the Wiener Class of Systems
  LiTH-ISY-R, 3032, 2011.


  Fulltext PDF

Christian Lyzell and Martin Enqvist
  Sliced Inverse Regression for the Identification of Dynamical Systems
  LiTH-ISY-R, 3031, 2011.


  Fulltext PDF

Christian Lyzell, Martin Enqvist, Roland Toth, Peter S.C. Heuberger and Paul M. J. Van den Hof
  Order and Structural Dependence Selection of LPV-ARX Models using a Nonnegative Garrote Approach
  LiTH-ISY-R, 2937, 2010.


  Fulltext PDF

Christian Lyzell, Martin Enqvist and Lennart Ljung
  Handling Certain Structure Information in Subspace Identification
  LiTH-ISY-R, 2890, 2009.


  Fulltext PDF

Christian Lyzell, Torkel Glad, Martin Enqvist and Lennart Ljung
  Identification Aspects of Ritt's Algorithm for Discrete-Time Systems
  LiTH-ISY-R, 2891, 2009.


  Fulltext PDF

Christian Lyzell, Jacob Roll and Lennart Ljung
  The Use of Nonnegative Garrote for Order Selection of ARX Models
  LiTH-ISY-R, 2876, 2008.


  Fulltext PDF