On optimization of cascade fixed-point digital filters

The generation of roundoff accumulation noise in implementing a cascade digital filter can be regarded as a multistage process; therefore, the minimum-noise realization is obtained by dynamic programming. The effect of scaling on the noises is discussed by a numerical example.