D. S. Mazel, M. H. Hayes. Using iterated function systems to model discrete sequences. IEEE Transactions on Signal Processing, 40(7):1724-1734, 1992.
In this paper, two iterated function system (IFS) models are explored for the representation of single-valued discrete-time sequences: the self-afine fractal model and the piecewise self-affine fractal model. We present algorithms, one of which is suitable for a multiprocessor implementation, for identification of the parameters of each model. Applications of these models to a variety of data types are given where signal-to-noise ratios are presented, quantization effects of the model parameters are investigated, and compression ratios are computed.
@article{MaHa92,
Author = {Mazel, D. S. and Hayes, M. H.},
Title = {Using iterated function systems to model discrete sequences},
Journal = {IEEE Transactions on Signal Processing},
Volume = {40},
Number = {7},
Pages = {1724--1734},
Year = {1992}
}