ANN Equalizer for Performance Improvement of PAM-M Signals Using 1.3-\mu \mathrm{m} Membrane DML-on-Silicon

Nikolaos Panteleimon Diamantopoulos; Takuro Fujii; Hidetaka Nishi; Koji Takeda; Takaaki Kakitsuka; Shinji Matsuo

doi:10.23919/PS.2019.8818106

ANN Equalizer for Performance Improvement of PAM-M Signals Using 1.3-\mu \mathrm{m} Membrane DML-on-Silicon

Nikolaos Panteleimon Diamantopoulos, Takuro Fujii, Hidetaka Nishi, Koji Takeda, Takaaki Kakitsuka, Shinji Matsuo

Graduate School of Information, Production and Systems

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

Abstract

A two-stage nonlinear equalization scheme based on a reduced Volterra filter and an artificial neural network (ANN) is studied for energy-efficient short-reach optical interconnects using 1.3-\mu m directly-modulated membrane lasers on silicon (DML-on-Si) and PAM-M signals.

Original language	English
Title of host publication	OECC/PSC 2019 - 24th OptoElectronics and Communications Conference/International Conference Photonics in Switching and Computing 2019
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9784885523212
DOIs	https://doi.org/10.23919/PS.2019.8818106
Publication status	Published - 2019 Jul 1
Event	24th OptoElectronics and Communications Conference/International Conference Photonics in Switching and Computing, OECC/PSC 2019 - Fukuoka, Japan Duration: 2019 Jul 7 → 2019 Jul 11

Publication series

Name	OECC/PSC 2019 - 24th OptoElectronics and Communications Conference/International Conference Photonics in Switching and Computing 2019

Conference

Conference	24th OptoElectronics and Communications Conference/International Conference Photonics in Switching and Computing, OECC/PSC 2019
Country	Japan
City	Fukuoka
Period	19/7/7 → 19/7/11

Fingerprint

Keywords

Data Center Network and Subsystem
Digital signal processing techniques for optical communications
Si photonic and heterogeneous platform
Transmission experiments for data-center interconnect

ASJC Scopus subject areas

Computer Networks and Communications
Signal Processing
Electrical and Electronic Engineering
Instrumentation
Atomic and Molecular Physics, and Optics

Cite this

Diamantopoulos, N. P., Fujii, T., Nishi, H., Takeda, K., Kakitsuka, T., & Matsuo, S. (2019). ANN Equalizer for Performance Improvement of PAM-M Signals Using 1.3-\mu \mathrm{m} Membrane DML-on-Silicon. In OECC/PSC 2019 - 24th OptoElectronics and Communications Conference/International Conference Photonics in Switching and Computing 2019 [8818106] (OECC/PSC 2019 - 24th OptoElectronics and Communications Conference/International Conference Photonics in Switching and Computing 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.23919/PS.2019.8818106

ANN Equalizer for Performance Improvement of PAM-M Signals Using 1.3-\mu \mathrm{m} Membrane DML-on-Silicon. / Diamantopoulos, Nikolaos Panteleimon; Fujii, Takuro; Nishi, Hidetaka; Takeda, Koji; Kakitsuka, Takaaki; Matsuo, Shinji.

OECC/PSC 2019 - 24th OptoElectronics and Communications Conference/International Conference Photonics in Switching and Computing 2019. Institute of Electrical and Electronics Engineers Inc., 2019. 8818106 (OECC/PSC 2019 - 24th OptoElectronics and Communications Conference/International Conference Photonics in Switching and Computing 2019).

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

Diamantopoulos, NP, Fujii, T, Nishi, H, Takeda, K, Kakitsuka, T & Matsuo, S 2019, ANN Equalizer for Performance Improvement of PAM-M Signals Using 1.3-\mu \mathrm{m} Membrane DML-on-Silicon. in OECC/PSC 2019 - 24th OptoElectronics and Communications Conference/International Conference Photonics in Switching and Computing 2019., 8818106, OECC/PSC 2019 - 24th OptoElectronics and Communications Conference/International Conference Photonics in Switching and Computing 2019, Institute of Electrical and Electronics Engineers Inc., 24th OptoElectronics and Communications Conference/International Conference Photonics in Switching and Computing, OECC/PSC 2019, Fukuoka, Japan, 19/7/7. https://doi.org/10.23919/PS.2019.8818106

Diamantopoulos NP, Fujii T, Nishi H, Takeda K, Kakitsuka T, Matsuo S. ANN Equalizer for Performance Improvement of PAM-M Signals Using 1.3-\mu \mathrm{m} Membrane DML-on-Silicon. In OECC/PSC 2019 - 24th OptoElectronics and Communications Conference/International Conference Photonics in Switching and Computing 2019. Institute of Electrical and Electronics Engineers Inc. 2019. 8818106. (OECC/PSC 2019 - 24th OptoElectronics and Communications Conference/International Conference Photonics in Switching and Computing 2019). https://doi.org/10.23919/PS.2019.8818106

Diamantopoulos, Nikolaos Panteleimon ; Fujii, Takuro ; Nishi, Hidetaka ; Takeda, Koji ; Kakitsuka, Takaaki ; Matsuo, Shinji. / ANN Equalizer for Performance Improvement of PAM-M Signals Using 1.3-\mu \mathrm{m} Membrane DML-on-Silicon. OECC/PSC 2019 - 24th OptoElectronics and Communications Conference/International Conference Photonics in Switching and Computing 2019. Institute of Electrical and Electronics Engineers Inc., 2019. (OECC/PSC 2019 - 24th OptoElectronics and Communications Conference/International Conference Photonics in Switching and Computing 2019).

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Access to Document

10.23919/PS.2019.8818106