Figure 1: Block diagram of MS-ARX system-identification configuration. In general, the system (dotted box) is unknown and so the true output and measurement noise are unknown and only is measurable. The multirate equivalence theorem stated by Nounou et al. allows precomputation of the scaled wavelet ARX prediction blocks (dashed boxes), reducing computational complexity.