The potential for data compression in using fractal interpolation func
tions (FIFs) is realized by the construction of a set of multirate fil
ters. The filter tap weights are determined by optimizing the energy c
ontents of a preselected set of frequency bands. This filter bank impl
ementation of the FIF is successfully used to compress data simulated
in a tracking environment.