光通信研究2024,Issue(1) :48-54.DOI:10.13756/j.gtxyj.2024.230136

基于VDFE-RLS的单波长200 Gbit/s光接入系统(特邀)

Single Wavelength 200 Gbit/s Downlink Optical Access System based on VDFE-RLS

何婷 李响 李婕 罗鸣
光通信研究2024,Issue(1) :48-54.DOI:10.13756/j.gtxyj.2024.230136

基于VDFE-RLS的单波长200 Gbit/s光接入系统(特邀)

Single Wavelength 200 Gbit/s Downlink Optical Access System based on VDFE-RLS

何婷 1李响 1李婕 2罗鸣2
扫码查看

作者信息

  • 1. 中国地质大学机械与电子信息学院,武汉 430074
  • 2. 中国信息通信科技集团有限公司光纤通信技术和网络全国重点实验室,武汉 430074
  • 折叠

摘要

[目的]高速无源光接入网络中存在光纤色散、非线性损伤和带宽限制等问题,导致传统强度调制和直接检测技术的功率预算损失较高,难以满足高速无源光接入网络的要求.[方法]为了更好地提升强度调制和直接检测光接入系统的速率和性能,文章在Volterra判决反馈均衡器(VDFE)的基础上,研究了基于递推最小二乘估计(RLS)算法的VDFE-RLS信道均衡方法.该均衡器采用RLS算法对其中的抽头系数进行更新.该均衡器包含了一、二、三阶Volterra级数,其中一阶Volterra级数对线性损伤进行补偿,二阶和三阶Volterra级数能够对非线性损伤进行补偿.文章将该均衡器应用于经过20 km传输后的单波长为200 Gbit/s的O波段强度调制和直接检测技术的下行光接入系统中.[结果]实验结果表明,RLS算法相比传统的最小均方(LMS)算法在均衡器中表现出来的性能更好.此外,VDFE-RLS可以实现>29 dB的功率预算.VDFE-RLS相比于传统的基于Volterra的前馈均衡器(VFFE),当VDFE-RLS和VFFE-RLS均衡器长度相同时,可以实现2.2 dB功率预算的提升.当VDFE-RLS的均衡器长度为VFFE-RLS的一半时,前者相比后者仍可以提升0.5 dB的功率预算.[结论]文章所述系统相比其他传统系统在能够缩短均衡器长度的同时,能提高系统的功率预算,还能最终恢复出准确度较高的信号.

Abstract

[Objective]The optical fiber dispersion,nonlinear impairments and bandwidth limitation in high-speed passive optical access networks lead to high power budget loss in traditional intensity modulation and direct detection schemes,which are diffi-cult to meet the requirements of future high-speed passive optical access networks.[Methods]In order to improve the speed and performance of the intensity modulation and direct detection optical access system,based on the Volterra Decision Feedback E-qualizer(VDFE),this article studies the channel equalization method of VDFE-RLS based on Recursive Least Squares(RLS)algorithm.This equalizer uses RLS algorithm to update the tap coefficients.The equalizer includes a three-order Volterra se-ries,allowing it to compensate for both linear and nonlinear impairments.In this paper,VDFE-RLS is applied to the downlink optical access system with a single wavelength 200 Gbit/s based on O-band intensity modulation and direct detection scheme af-ter 20 km transmission.[Results]The experimental results show that the RLS has better performance than conventional Least Mean Square(LMS)algorithm in the equalization process.Besides,VDFE-RLS can achieve a power budget greater than 29 dB.When the length of the equalizer is the same,VDFE-RLS can increase the power budget by 2.2 dB compared with the conventional Volterra Feed Forward Equalization(VFFE)-RLS equalizer.When the length of VDFE-RLS equalizer is half that of VFFE-RLS,the VDFE-RLS can increase the power budget by 0.5 dB compared with the VFFE-RLS equalizer.[Conclu-sion]Compared with other traditional methods,the proposed method can shorten the length of the equalizer and increase the power budget of the system,and finally recover the signal with better performance.

关键词

Volterra判决反馈均衡器/递推最小二乘估计/Volterra级数/自适应滤波算法

Key words

VDFE/RLS/Volterra series/adaptive filtering algorithms

引用本文复制引用

基金项目

国家重点研发计划资助项目(2022YFB2903200)

出版年

2024
光通信研究
武汉邮电科学研究院企管部

光通信研究

CSTPCD北大核心
影响因子:0.327
ISSN:1005-8788
参考文献量11
段落导航相关论文