Parameter estimation for a controlled autoregressive autoregressive moving average system based on a recursive framework

•A particular output error model is proposed via polynomial transformation, in which an extra filter is not required [18,36].•A loss function is introduced using initial parameter and output error items, which gives a perspective for scheme design.•A recursive identification framework is derived with variable modified gain, which facilitates online operation [14,31].