System Identification

Reading More About System Identification

There is substantial literature on System Identification. The following textbook deals with identification methods from a similar perspective as this toolbox, and also describes methods for physical modeling:

• Ljung L. and T. Glad. Modeling of Dynamic Systems, Prentice Hall, Englewood Cliffs, N.J. 1994.

For more details about the algorithms and theories of identification:

• Ljung L. System Identification - Theory for the User, Prentice Hall, Upper Saddle River, N.J. 2nd edition, 1999.
• Söderström T. and P. Stoica. System Identification, Prentice Hall International, London. 1989.

For more about system and signals:

• Oppenheim J. and A.S. Willsky. Signals and Systems, Prentice Hall, Englewood Cliffs, N.J. 1985.

The following textbook deals with the underlying numerical techniques for parameter estimation:

• Dennis, J.E. Jr. and R.B. Schnabel. Numerical Methods for Unconstrained Optimization and Nonlinear Equations, Prentice Hall, Englewood Cliffs, N.J. 1983.

Multivariable Systems

Using the System Identification Toolbox