Reduction in Complexity of Volterra Filter by Employing ℓ0-Regularization in 112-Gbps PAM-4 VCSEL Optical Interconnect

Yi Yu Lin; Chun Jui Chen; Hong Minh Nguyen; Chun Yen Chuang; Chia Chien Wei; Jyehong Chen; Jin Wei Shi

Reduction in Complexity of Volterra Filter by Employing ℓ₀-Regularization in 112-Gbps PAM-4 VCSEL Optical Interconnect

Yi Yu Lin, Chun Jui Chen, Hong Minh Nguyen, Chun Yen Chuang, Chia Chien Wei, Jyehong Chen, Jin Wei Shi

電機工程學系

研究成果: 書貢獻/報告類型 › 會議論文篇章 › 同行評審

6 引文斯高帕斯（Scopus）

摘要

We employ ℓ₀-regularization to reduce Volterra filter complexity by up to 90% in 112-Gbps PAM-4 VCSEL transmission. Compared to ℓ₁-regularization, ℓ₀-regularization achieves lower complexity and more precise weights without retraining after sparse identification.

原文	???core.languages.en_GB???
主出版物標題	2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings
發行者	Institute of Electrical and Electronics Engineers Inc.
ISBN（電子）	9781943580712
出版狀態	已出版 - 3月 2020
事件	2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - San Diego, United States 持續時間: 8 3月 2020 → 12 3月 2020

出版系列

名字	2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???	2020 Optical Fiber Communications Conference and Exhibition, OFC 2020
國家/地區	United States
城市	San Diego
期間	8/03/20 → 12/03/20

引用此

Lin, Y. Y., Chen, C. J., Nguyen, H. M., Chuang, C. Y., Wei, C. C., Chen, J., & Shi, J. W. (2020). Reduction in Complexity of Volterra Filter by Employing ℓ₀-Regularization in 112-Gbps PAM-4 VCSEL Optical Interconnect. 於 2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings [9083250] (2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings). Institute of Electrical and Electronics Engineers Inc..

Lin, Yi Yu ; Chen, Chun Jui ; Nguyen, Hong Minh 等. / Reduction in Complexity of Volterra Filter by Employing ℓ₀-Regularization in 112-Gbps PAM-4 VCSEL Optical Interconnect. 2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2020. (2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings).

@inproceedings{701bbd92009f46debc5babd61c7d0308,

title = "Reduction in Complexity of Volterra Filter by Employing ℓ0-Regularization in 112-Gbps PAM-4 VCSEL Optical Interconnect",

abstract = "We employ ℓ0-regularization to reduce Volterra filter complexity by up to 90% in 112-Gbps PAM-4 VCSEL transmission. Compared to ℓ1-regularization, ℓ0-regularization achieves lower complexity and more precise weights without retraining after sparse identification.",

author = "Lin, {Yi Yu} and Chen, {Chun Jui} and Nguyen, {Hong Minh} and Chuang, {Chun Yen} and Wei, {Chia Chien} and Jyehong Chen and Shi, {Jin Wei}",

note = "Publisher Copyright: {\textcopyright} 2020 OSA.; 2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 ; Conference date: 08-03-2020 Through 12-03-2020",

year = "2020",

month = mar,

language = "???core.languages.en_GB???",

series = "2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings",

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Lin, YY, Chen, CJ, Nguyen, HM, Chuang, CY, Wei, CC, Chen, J & Shi, JW 2020, Reduction in Complexity of Volterra Filter by Employing ℓ₀-Regularization in 112-Gbps PAM-4 VCSEL Optical Interconnect. 於 2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings., 9083250, 2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2020 Optical Fiber Communications Conference and Exhibition, OFC 2020, San Diego, United States, 8/03/20.

Reduction in Complexity of Volterra Filter by Employing ℓ₀-Regularization in 112-Gbps PAM-4 VCSEL Optical Interconnect. / Lin, Yi Yu; Chen, Chun Jui; Nguyen, Hong Minh 等.
2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2020. 9083250 (2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings).

研究成果: 書貢獻/報告類型 › 會議論文篇章 › 同行評審

TY - GEN

T1 - Reduction in Complexity of Volterra Filter by Employing ℓ0-Regularization in 112-Gbps PAM-4 VCSEL Optical Interconnect

AU - Lin, Yi Yu

AU - Chen, Chun Jui

AU - Nguyen, Hong Minh

AU - Chuang, Chun Yen

AU - Wei, Chia Chien

AU - Chen, Jyehong

AU - Shi, Jin Wei

PY - 2020/3

Y1 - 2020/3

N2 - We employ ℓ0-regularization to reduce Volterra filter complexity by up to 90% in 112-Gbps PAM-4 VCSEL transmission. Compared to ℓ1-regularization, ℓ0-regularization achieves lower complexity and more precise weights without retraining after sparse identification.

AB - We employ ℓ0-regularization to reduce Volterra filter complexity by up to 90% in 112-Gbps PAM-4 VCSEL transmission. Compared to ℓ1-regularization, ℓ0-regularization achieves lower complexity and more precise weights without retraining after sparse identification.

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M3 - 會議論文篇章

AN - SCOPUS:85085211257

T3 - 2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings

BT - 2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2020 Optical Fiber Communications Conference and Exhibition, OFC 2020

Y2 - 8 March 2020 through 12 March 2020

ER -

Lin YY, Chen CJ, Nguyen HM, Chuang CY, Wei CC, Chen J 等. Reduction in Complexity of Volterra Filter by Employing ℓ₀-Regularization in 112-Gbps PAM-4 VCSEL Optical Interconnect. 於 2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2020. 9083250. (2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings).

Reduction in Complexity of Volterra Filter by Employing ℓ0-Regularization in 112-Gbps PAM-4 VCSEL Optical Interconnect

摘要

出版系列

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指紋

引用此

Reduction in Complexity of Volterra Filter by Employing ℓ₀-Regularization in 112-Gbps PAM-4 VCSEL Optical Interconnect