Expand this Topic clickable element to expand a topic
Skip to content
Optica Publishing Group
  • Asia Communications and Photonics Conference (ACP) 2018
  • OSA Technical Digest (Optica Publishing Group, 2018),
  • paper Su2A.220

Mitigation of modulation distortion in wideband and multi-carrier analog photonics links based on artificial neural network

Not Accessible

Your library or personal account may give you access

Abstract

In wideband and multi-carrier analog links, bath intermodulation distortions (IMD)and cross modulation distortions (XMD) are common problems which affect the quality of signal and limit the dynamic range of the links. In this paper, we propose a novel method, using artificial neural networks (ANN) to mitigate intermodulation distortions and cross modulation distortions at the same time. Simulation results show that all the distortions of different narrowband can be removed simultaneously. Compared with traditional digital signal processing, our method is briefer and has better performance.

© 2018 The Author(s)

PDF Article
More Like This
Mitigation of Multi-Source Modulation Distortions in A-RoF Link by Using Transfer Learning aided ANN

Enji Liu, Zhenming Yu, and Kun Xu
M4A.328 Asia Communications and Photonics Conference (ACP) 2020

Mitigation of Multi-user Access Impairments in 5G A-RoF-based Mobile Fronthaul utilizing Machine Learning for an Artificial Neural Network Nonlinear Equalizer

Siming Liu, Yahya M. Alfadhli, Shuyi Shen, Huiping Tian, and Gee-Kung Chang
W4B.3 Optical Fiber Communication Conference (OFC) 2018

Suppression of Third-order Intermodulation Distortion Based on Digital Post Compensation in Intensity-Modulation Direct-Detection Analog Optical Links

Ruimin Duan, Kun Xu, Jian Dai, Mingying Lan, Jian Wu, and Jintong Lin
Th28 CIOMP-OSA Summer Session: Lasers and Their Applications (SumSession) 2011

Select as filters


Select Topics Cancel
© Copyright 2024 | Optica Publishing Group. All rights reserved, including rights for text and data mining and training of artificial technologies or similar technologies.