MathWorks - System Identification Toolbox

The System Identification Toolbox provides tools for creating mathematical models of dynamic systems based on observed input/output data. The Toolbox features a flexible graphical user
interface that aids in the organization of data and models. The identification techniques provided with this Toolbox are useful for applications ranging from control system design and signal processing to time-series analysis and vibration analysis.