A MLP/BP-based equalizer for NRZ signal recovery in band-limited channels

Terng Ren Hsu; Terng-Yin Hsu; Hsuan Yu Liu; Shuenn Der Tzeng; Jyh Neng Yang; Chen-Yi Lee

doi:10.1109/MWSCAS.2000.951462

A MLP/BP-based equalizer for NRZ signal recovery in band-limited channels

Terng Ren Hsu^*, Terng-Yin Hsu, Hsuan Yu Liu, Shuenn Der Tzeng, Jyh Neng Yang, Chen-Yi Lee

^*此作品的通信作者

資訊科學與工程研究所

研究成果: Paper › 同行評審

6 引文斯高帕斯（Scopus）

摘要

A multi-layered perceptron neural network with backpropagation algorithm (MLP/BP) is realized as an equalizer for nonreturn-to-zero (NRZ) signal recovery in band-limited channels. It is applied as an adaptive filter to recover the NRZ signal. By computer simulations, the proposed design can recover 100 MHz NRZ data in 10 MHz channel.

原文	English
頁面	1340-1342
頁數	3
DOIs	https://doi.org/10.1109/MWSCAS.2000.951462
出版狀態	Published - 2000
事件	43rd IEEE Midwest Symposium on Circuits and Systems - Lansing, Mi, 美國持續時間: 8 8月 2000 → 11 8月 2000

Conference

Conference	43rd IEEE Midwest Symposium on Circuits and Systems
國家/地區	美國
城市	Lansing, Mi
期間	8/08/00 → 11/08/00

存取文件

10.1109/MWSCAS.2000.951462

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Link to publication in Scopus

引用此

@conference{257eeae397354da9bcd98e558160b83b,

title = "A MLP/BP-based equalizer for NRZ signal recovery in band-limited channels",

abstract = "A multi-layered perceptron neural network with backpropagation algorithm (MLP/BP) is realized as an equalizer for nonreturn-to-zero (NRZ) signal recovery in band-limited channels. It is applied as an adaptive filter to recover the NRZ signal. By computer simulations, the proposed design can recover 100 MHz NRZ data in 10 MHz channel.",

author = "Hsu, {Terng Ren} and Terng-Yin Hsu and Liu, {Hsuan Yu} and Tzeng, {Shuenn Der} and Yang, {Jyh Neng} and Chen-Yi Lee",

year = "2000",

doi = "10.1109/MWSCAS.2000.951462",

language = "English",

pages = "1340--1342",

note = "43rd IEEE Midwest Symposium on Circuits and Systems ; Conference date: 08-08-2000 Through 11-08-2000",

}

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T1 - A MLP/BP-based equalizer for NRZ signal recovery in band-limited channels

AU - Hsu, Terng Ren

AU - Hsu, Terng-Yin

AU - Liu, Hsuan Yu

AU - Tzeng, Shuenn Der

AU - Yang, Jyh Neng

AU - Lee, Chen-Yi

PY - 2000

Y1 - 2000

N2 - A multi-layered perceptron neural network with backpropagation algorithm (MLP/BP) is realized as an equalizer for nonreturn-to-zero (NRZ) signal recovery in band-limited channels. It is applied as an adaptive filter to recover the NRZ signal. By computer simulations, the proposed design can recover 100 MHz NRZ data in 10 MHz channel.

AB - A multi-layered perceptron neural network with backpropagation algorithm (MLP/BP) is realized as an equalizer for nonreturn-to-zero (NRZ) signal recovery in band-limited channels. It is applied as an adaptive filter to recover the NRZ signal. By computer simulations, the proposed design can recover 100 MHz NRZ data in 10 MHz channel.

UR - http://www.scopus.com/inward/record.url?scp=0034464331&partnerID=8YFLogxK

U2 - 10.1109/MWSCAS.2000.951462

DO - 10.1109/MWSCAS.2000.951462

M3 - Paper

AN - SCOPUS:0034464331

SP - 1340

EP - 1342

T2 - 43rd IEEE Midwest Symposium on Circuits and Systems

Y2 - 8 August 2000 through 11 August 2000

ER -

A MLP/BP-based equalizer for NRZ signal recovery in band-limited channels

摘要

Conference

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