System Identification Toolbox

Working with System Identification Toolbox

System Identification Toolbox facilitates the multistep process of identifying models from data. The toolbox enables you to:

• Analyze and process data
• Determine suitable model structure and order
• Estimate model parameters and validate model accuracy
• View the model responses and their uncertainties

You can perform these tasks by using either command-line functions or a graphical user interface (GUI).

General System Identification Toolbox Features 0:30
Get an overview of System Identification Toolbox capabilities.

You can convert the models into linear time-invariant (LTI) objects for use with Control System Toolbox. You can incorporate most identified models into Simulink models using blocks provided by the toolbox.

Deriving models from data. You can use System Identification Toolbox (top) to analyze and preprocess data (left), estimate linear and nonlinear models (bottom), and validate estimated models (right).