DocumentCode
1544529
Title
A decision feedback recurrent neural equalizer as an infinite impulse response filter
Author
Ong, Sunghwan ; You, Cheolwoo ; Choi, Sooyong ; Hong, Daesik
Author_Institution
Dept. of Electron. Eng., Yonsei Univ., Seoul, South Korea
Volume
45
Issue
11
fYear
1997
fDate
11/1/1997 12:00:00 AM
Firstpage
2851
Lastpage
2858
Abstract
An adaptive decision feedback recurrent neural equalizer (DFRNE), which models a kind of an IIR structure, is proposed. Its performance is compared with the traditional linear and nonlinear equalizers with FIR structures for various communication channels. The small size and high performance of the DFRNE makes it suitable for high-speed channel equalization
Keywords
IIR filters; adaptive equalisers; decision feedback equalisers; filtering theory; recurrent neural nets; telecommunication channels; FIR structures; IIR structure; adaptive decision feedback recurrent neural equalizer; communication channels; high speed channel equalization; infinite impulse response filter; linear equalizer; nonlinear distortion; nonlinear equalizer; performance; Adaptive equalizers; Communication channels; Decision feedback equalizers; Digital filters; Finite impulse response filter; IIR filters; Iterative algorithms; Neurofeedback; Nonlinear distortion; Recurrent neural networks;
fLanguage
English
Journal_Title
Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/78.650112
Filename
650112
Link To Document