Title :
Fractal model of a one-dimensional discrete signal and its implementation
Author :
Zhu, X. ; Cheng, B. ; Titterington, D.M.
Author_Institution :
Dept. of Stat., Glasgow Univ., UK
fDate :
10/1/1994 12:00:00 AM
Abstract :
An extended iterated-function-system (IFS) interpolation method is presented for modelling for a given discrete signal. To reduce the computing complexity a suboptimal search algorithm with a robust technique for estimating the IFS affine-map parameters is introduced. Simulation results show that the IFS approach achieves a higher signal-to-noise ratio than does an existing approach based on autoregressive modelling
Keywords :
communication complexity; fractals; iterative methods; signal processing; IFS affine-map parameters; computing complexity; extended iterated-function-system; fractal model; one-dimensional discrete signal; robust technique; signal-to-noise ratio; suboptimal search algorithm;
Journal_Title :
Vision, Image and Signal Processing, IEE Proceedings -
DOI :
10.1049/ip-vis:19941344