Title :
On optimum non-linear extraction and coding filters
Author :
Balakrishnan, A.V. ; Drenick, R.
fDate :
9/1/1956 12:00:00 AM
Abstract :
The problem of determining optimal non-linear least-square filters is solved for a class of stationary time series. This theory is then used as the basis for developing a band-width reduction scheme using non-linear encoding and decoding filters, for the same class of signals. A simple illustrative example is included.
Keywords :
Nonlinear filtering; Source coding; Time series; Decoding; Encoding; Filtering theory; Gaussian noise; Gaussian processes; Linearity; Mean square error methods; Nonlinear filters; Signal processing; Stochastic processes; Terminology;
Journal_Title :
Information Theory, IRE Transactions on
DOI :
10.1109/TIT.1956.1056801
