A decision feedback recurrent neural equalizer as an infinite impulse response filter

Sunghwan Ong, Cheolwoo You, Sooyong Choi, Daesik Hong

Research output: Contribution to journalArticle

29 Citations (Scopus)

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.

Original languageEnglish
Pages (from-to)2851-2858
Number of pages8
JournalIEEE Transactions on Signal Processing
Volume45
Issue number11
DOIs
Publication statusPublished - 1997 Dec 1

All Science Journal Classification (ASJC) codes

  • Signal Processing
  • Electrical and Electronic Engineering

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