81.7% Complexity Reduction of Volterra Nonlinear Equalizer by Adopting L1 Regularization Penalty in an OFDM Long-Reach PON

Shao Yu Lu; Chia Chien Wei; Chun Yen Chuang; Young Kai Chen; Jye-Hong Chen

doi:10.1109/ECOC.2017.8345921

81.7% Complexity Reduction of Volterra Nonlinear Equalizer by Adopting L1 Regularization Penalty in an OFDM Long-Reach PON

Shao Yu Lu, Chia Chien Wei^*, Chun Yen Chuang, Young Kai Chen, Jye-Hong Chen

^*Corresponding author for this work

Department of Photonics

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

12 Scopus citations

Abstract

We successfully reduce 81.7% complexity of 3^rd-order Volterra nonlinear equalizer and the data rate has only 2% reduction by adopting the L1 regularization penalty in a 60-km OFDM long-reach PON.

Original language	English
Title of host publication	43rd European Conference on Optical Communication, ECOC 2017
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1-3
Number of pages	3
ISBN (Electronic)	9781538656242
DOIs	https://doi.org/10.1109/ECOC.2017.8345921
State	Published - 21 Sep 2017
Event	43rd European Conference on Optical Communication, ECOC 2017 - Gothenburg, Sweden Duration: 17 Sep 2017 → 21 Sep 2017

Publication series

Name	European Conference on Optical Communication, ECOC
Volume	2017-September

Conference

Conference	43rd European Conference on Optical Communication, ECOC 2017
Country/Territory	Sweden
City	Gothenburg
Period	17/09/17 → 21/09/17

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10.1109/ECOC.2017.8345921

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Lu, S. Y., Wei, C. C., Chuang, C. Y., Chen, Y. K., & Chen, J.-H. (2017). 81.7% Complexity Reduction of Volterra Nonlinear Equalizer by Adopting L1 Regularization Penalty in an OFDM Long-Reach PON. In 43rd European Conference on Optical Communication, ECOC 2017 (pp. 1-3). (European Conference on Optical Communication, ECOC; Vol. 2017-September). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ECOC.2017.8345921

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title = "81.7% Complexity Reduction of Volterra Nonlinear Equalizer by Adopting L1 Regularization Penalty in an OFDM Long-Reach PON",

abstract = "We successfully reduce 81.7% complexity of 3rd-order Volterra nonlinear equalizer and the data rate has only 2% reduction by adopting the L1 regularization penalty in a 60-km OFDM long-reach PON.",

author = "Lu, {Shao Yu} and Wei, {Chia Chien} and Chuang, {Chun Yen} and Chen, {Young Kai} and Jye-Hong Chen",

note = "Publisher Copyright: {\textcopyright} 2017 IEEE.; 43rd European Conference on Optical Communication, ECOC 2017 ; Conference date: 17-09-2017 Through 21-09-2017",

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doi = "10.1109/ECOC.2017.8345921",

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Lu, SY, Wei, CC, Chuang, CY, Chen, YK & Chen, J-H 2017, 81.7% Complexity Reduction of Volterra Nonlinear Equalizer by Adopting L1 Regularization Penalty in an OFDM Long-Reach PON. in 43rd European Conference on Optical Communication, ECOC 2017. European Conference on Optical Communication, ECOC, vol. 2017-September, Institute of Electrical and Electronics Engineers Inc., pp. 1-3, 43rd European Conference on Optical Communication, ECOC 2017, Gothenburg, Sweden, 17/09/17. https://doi.org/10.1109/ECOC.2017.8345921

81.7% Complexity Reduction of Volterra Nonlinear Equalizer by Adopting L1 Regularization Penalty in an OFDM Long-Reach PON. / Lu, Shao Yu; Wei, Chia Chien; Chuang, Chun Yen et al.
43rd European Conference on Optical Communication, ECOC 2017. Institute of Electrical and Electronics Engineers Inc., 2017. p. 1-3 (European Conference on Optical Communication, ECOC; Vol. 2017-September).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Chen, Jye-Hong

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AB - We successfully reduce 81.7% complexity of 3rd-order Volterra nonlinear equalizer and the data rate has only 2% reduction by adopting the L1 regularization penalty in a 60-km OFDM long-reach PON.

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Lu SY, Wei CC, Chuang CY, Chen YK, Chen JH. 81.7% Complexity Reduction of Volterra Nonlinear Equalizer by Adopting L1 Regularization Penalty in an OFDM Long-Reach PON. In 43rd European Conference on Optical Communication, ECOC 2017. Institute of Electrical and Electronics Engineers Inc. 2017. p. 1-3. (European Conference on Optical Communication, ECOC). doi: 10.1109/ECOC.2017.8345921

81.7% Complexity Reduction of Volterra Nonlinear Equalizer by Adopting L1 Regularization Penalty in an OFDM Long-Reach PON

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