|Flow chart for Identification Procedure|
The process is divided into 4 steps and are explained as follows:
Apply input and observe the effect on output results used to infer a model of the system.
Step-2: Select Model Structure
In second step we choose set of candidate models and assigned different subsets. These model structure are selected based on appropriate model structure. example: linear, multilayer perceptron, wavelets, etc.
Step-3: Estimate Model
To pick one particular model based on some performance criterion.
Step-4: Validate Model
To check whether the estimated model meets the requirements. It will ensure that the model is useful not only for the estimation data but also for other data sets of interest.
Q1. Explain all four steps involved in Identification Procedure.