A method for nonlinearity compensation of OFDR based on polynomial regression algorithm

被引:4
|
作者
Fan Xu-jun [1 ]
Liu Jian-fei [1 ]
Luo Ming-ming [1 ]
Zeng Xiang-ye [1 ]
Lu Jia [1 ]
Liu Jie [1 ]
Yang Wen-rang [2 ]
机构
[1] Hebei Univ Technol, Sch Elect Informat Engn, Key Lab Elect Mat & Devices Tianjin, Tianjin 300401, Peoples R China
[2] Hebei Univ Technol, State Key Lab Reliabil & Intelligence Elect Equip, Tianjin 300130, Peoples R China
基金
中国国家自然科学基金;
关键词
A;
D O I
10.1007/s11801-020-9047-8
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
A method based on polynomial regression algorithm (PRA) is proposed in this paper to compensate the nonlinear phase noise in optical frequency domain reflection (OFDR) systems. In this method, the nonlinear phase of OFDR systems is represented by the polynomial phase function, and then the coefficients of the polynomial phase function are estimated by PRA. Finally, the nonlinearity is compensated by match Fourier transform (MFT). Simulation results demonstrate that the proposed algorithm has good performance in compensating both weak and strong nonlinear phase noises of OFDR systems.
引用
收藏
页码:108 / 111
页数:4
相关论文
共 50 条
  • [21] Analysis of Polynomial Nonlinearity Based on Measures of Nonlinearity Algorithms
    Mallick, Mahendra
    Tian, Xiaoqing
    SENSORS, 2020, 20 (12) : 1 - 25
  • [22] Look-Up-Table Predistortion Technique Based on Polynomial Nonlinearity Compensation in OFDM Systems
    Gong, Minjie
    Yu, Jianguo
    He, Liang
    2009 5TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-8, 2009, : 901 - +
  • [23] 0.5 mm resolution distributed fiber strain sensor with a location-deviation compensation algorithm based on OFDR
    Luo, Mingming
    Liu, Jianfei
    2019 18TH INTERNATIONAL CONFERENCE ON OPTICAL COMMUNICATIONS AND NETWORKS (ICOCN), 2019,
  • [24] A numerical method based on the polynomial regression for the inverse diffusion problem
    Erdem, Arzu
    INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS, 2015, 92 (09) : 1883 - 1894
  • [25] A method of obtaining gray balance data based on polynomial regression
    Sun Bang-yong
    Zhou Shi-sheng
    Cao Cong-jun
    Zheng Yuan-lin
    ADVANCED MATERIALS RESEARCH, 2011, 213 : 643 - 646
  • [26] System Identification Based on Orthogonal Polynomial Regression Analysis Method
    Su Weijun
    Yang Huating
    Liu Zaiwen
    PROCEEDINGS OF THE 29TH CHINESE CONTROL CONFERENCE, 2010, : 1441 - 1446
  • [27] A Memory Polynomial Predistorter for Compensation of Nonlinearity with Memory Effects in WCDMA Transmitters
    Zhang, Jing
    He, Songbai
    Yin, Shirong
    2009 INTERNATIONAL CONFERENCE ON COMMUNICATIONS, CIRCUITS AND SYSTEMS PROCEEDINGS, VOLUMES I & II: COMMUNICATIONS, NETWORKS AND SIGNAL PROCESSING, VOL I/ELECTRONIC DEVICES, CIRUITS AND SYSTEMS, VOL II, 2009, : 913 - 916
  • [28] Evolutionary polynomial regression algorithm combined with robust bayesian regression
    Marasco, Sebastiano
    Marano, Giuseppe Carlo
    Cimellaro, Gian Paolo
    ADVANCES IN ENGINEERING SOFTWARE, 2022, 167
  • [29] A trajectory planning method based on feedforward compensation and quintic polynomial interpolation
    Shi Xin
    Liao Liang
    Song Wei
    Xu Shuyuan
    PROCEEDINGS OF 2019 14TH IEEE INTERNATIONAL CONFERENCE ON ELECTRONIC MEASUREMENT & INSTRUMENTS (ICEMI), 2019, : 434 - 441
  • [30] Study of Range Migration Compensation Method Based On Linear Regression
    Mao, Wu-Xing
    Zhang, Yuan-Fa
    Zhang, Zhao
    MEMS, NANO AND SMART SYSTEMS, PTS 1-6, 2012, 403-408 : 2216 - +