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

Sunghwan Ong; Cheolwoo You; Sooyong Choi; Daesik Hong

doi:10.1109/78.650112

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

Sunghwan Ong, Cheolwoo You, Sooyong Choi, Daesik Hong

Department of Electrical and Electronic Engineering

Research output: Contribution to journal › Article › peer-review

30 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 language	English
Pages (from-to)	2851-2858
Number of pages	8
Journal	IEEE Transactions on Signal Processing
Volume	45
Issue number	11
DOIs	https://doi.org/10.1109/78.650112
Publication status	Published - 1997

All Science Journal Classification (ASJC) codes

Signal Processing
Electrical and Electronic Engineering

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10.1109/78.650112

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title = "A decision feedback recurrent neural equalizer as an infinite impulse response filter",

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.",

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AU - You, Cheolwoo

AU - Choi, Sooyong

AU - Hong, Daesik

PY - 1997

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AB - 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.

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JO - IEEE Transactions on Signal Processing

JF - IEEE Transactions on Signal Processing

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

Abstract

All Science Journal Classification (ASJC) codes

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