Title :
Adaptive equalization using the backpropagation algorithm
Author_Institution :
Dept. of Telecommun. Theory, R. Inst. of Technol., Stockholm, Sweden
fDate :
6/1/1990 12:00:00 AM
Abstract :
A novel adaptive channel equalizer based on the backpropagation algorithm applied to an associative network is presented. simulations are made for linear and nonlinear channels,. The performance is shown to be much better than that obtained using the least-mean-square (LMS) algorithm for the nonlinear channel
Keywords :
adaptive systems; computerised signal processing; equalisers; adaptive channel equalizer; associative network; backpropagation algorithm; linear channels; nonlinear channels; Adaptive equalizers; Additive noise; Backpropagation algorithms; Delay effects; Digital filters; Equations; Error probability; Gaussian noise; Least squares approximation; Telephony;
Journal_Title :
Circuits and Systems, IEEE Transactions on
