Open AccessBlind and low-complexity modulation format identification scheme using principal component analysis of Stokes parameters for elastic optical networks
Author(s) -
Hengying Xu,
Lishan Yang,
Xinkuo Yu,
Zibo Zheng,
Chunli Bai,
Weibin Sun,
Xiaoguang Zhang
Publication year - 2020
Publication title -
optics express
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.394
H-Index - 271
ISSN - 1094-4087
DOI - 10.1364/oe.395433
Subject(s) - quadrature amplitude modulation , polarization mode dispersion , computer science , phase shift keying , polarization division multiplexing , modulation (music) , optics , raman amplification , algorithm , computational complexity theory , bit error rate , spectral efficiency , telecommunications , electronic engineering , signal processing , physics , optical fiber , raman scattering , raman spectroscopy , beamforming , radar , decoding methods , acoustics , engineering
We propose a blind and low-complexity modulation format identification (MFI) scheme for elastic optical networks (EONs). Since the square operation reduces half the number of the clusters in Stokes space, the scheme directly performs principal component analysis (PCA) on Stokes parameters after square operation. This greatly reduces the dimensionality of received signals from 3 × N to 3 × 3. Subsequently, three obtained principal components (PCs) are employed synthetically to identify the modulation formats. The effectiveness is first verified through 28 GBaud polarization division multiplexing (PDM)-BPSK/-QPSK/-8QAM/-16QAM/-32QAM/-64QAM simulation systems. Only using 2048 symbols, the required minimum optical signal-to-noise ratio (OSNR) values to achieve 100% MFI success rate are all equal to or lower than their corresponding 7% forward error correction (FEC) thresholds. Besides that, the scheme also obtains significant tolerances to residual chromatic dispersion (CD) and differential group delay (DGD). Finally, the proposed scheme is further verified by 20 GBaud PDM-QPSK/-16QAM/-32QAM long-haul transmission experiments. The results demonstrate that the scheme exhibits good resilience towards fiber nonlinear impairments. More importantly, compared with other four kinds of MFI schemes, the used symbol number to achieve 100% MFI success rate notably equals to at most 2/5 as that of other schemes, and its time complexity can be reduced to O(N).