System Identification Using Known Input-Output Data with Fading Memory Augmented Least Squares Algorithm

Using obtained known input-output data, identify the order and estimate parameters of a known system through developed fading memory augmented least squares identification software, validating the correctness of the programmed software with implementation details including recursive parameter updating and covariance matrix handling