System Identification Toolbox
Papers
A key aim of the toolbox has been to provide a platform for experimenting with and evaluating new ideas.
Some papers explaining some of these more novel aspects which are included in the software are provided below.
- System Identification of Nonlinear State-Space Models
- T. Schon, A. Wills, B. Ninness
- Automatica Vol. 37, No. 1, pp. 39-49, 2011
- Abstract | BibTeX | Full Text
- Issues in sampling and estimating continuous-time models with
stochastic disturbances
- L. Ljung, A. Wills
- Automatica Vol. 46, No. 5, pp. 925 - 931, 2010
- Abstract | BibTeX | Full Text
- Maximum Likelihood Estimation of State Space Models from Frequency Domain Data
- A. Wills, B. Ninness, S. Gibson
- IEEE Transactions on Automatic Control Vol. 54, No. 1, pp. 19-33, 2009
- Abstract | BibTeX | Full Text
- On Gradient-Based Search for Multivariable System Estimates
- A. Wills, B. Ninness
- IEEE Transactions on Automatic Control Vol. 53, No. 1, pp. 298-306, 2008
- Abstract | BibTeX | Full Text
- Maximum-Likelihood Parameter Estimation of Bilinear Systems
- S. Gibson, A. Wills, B. Ninness
- IEEE Transactions on Automatic Control Vol. 50, No. 10, pp. 1581-1596, 2005
- Abstract | BibTeX | Full Text
Journal Papers (Submitted)
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- An Identification Toolbox for Profiling Novel Techniques
- A. Wills, B. Ninness
- Automatica
- Abstract | BibTeX | Full Text
- Maximum Likelihood Estimation of State Space Models from Frequency Domain Data
- A. Wills, B. Ninness, S. Gibson
- European Control Conference 2007
- Abstract | BibTeX | Full Text
- An Identification Toolbox for Profiling Novel Techniques
- B. Ninness, A. Wills
- 14th IFAC Symposium on System Identification 2006
- Abstract | BibTeX | Full Text
- The University of Newcastle Identification Toolbox (UNIT)
- B. Ninness, A. Wills, S. Gibson
- IFAC World Congress 2005
- Abstract | BibTeX | Full Text
