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Status已发表Published
TitleMaximum Likelihood Estimation of Wiener Phase Noise Variance in Coherent Optical Systems
Creator
Date Issued2024-05-01
Source PublicationJournal of Lightwave Technology
ISSN0733-8724
Volume42Issue:9Pages:3163-3173
Abstract

The estimation of laser linewidth or phase noise variance is of great significance for the applications including coherent optical communications, optical fiber sensing, quantum optics, etc., to ensure the detection sensitivity and accuracy. In coherent optical communications, the Wiener phase noise introduced by the non-zero laser linewidth can lead to the rotation of constellations of the transmitted signal, which results in severe signal detection performance degradation. Many algorithms require the prior information of phase noise variance to achieve accurate phase recovery. In this article, we propose a maximum likelihood (ML) algorithm for the estimation of Wiener phase noise variance or laser linewidth, which is based on the amplitude and phase-form of the noisy received signal model together with the use of the best, linearized, additive observation phase noise (AOPN) model due to additive white Gaussian noise (AWGN). The closed-form expression of ML estimates of carrier phase offset and Wiener phase noise variance is derived. We also verified theoretically that the obtained ML estimate of Wiener phase noise variance is unbiased and close to the actual variance with probability arbitrarily close to 1, as the sample size N tends to infinity. The proposed ML estimator is shown to have accurate estimation performance with low computational complexity.

Keywordcoherent optical communications laser linewidth machine learning maximum likelihood Phase noise variance
DOI10.1109/JLT.2024.3357289
URLView source
Indexed BySCIE
Language英语English
WOS Research AreaEngineering ; Optics ; Telecommunications
WOS SubjectEngineering, Electrical & Electronic ; Optics ; Telecommunications
WOS IDWOS:001205266600045
Scopus ID2-s2.0-85183940170
Citation statistics
Cited Times:6[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/11455
CollectionFaculty of Science and Technology
Corresponding AuthorWang, Qian
Affiliation
1.BNU-HKBU United International College,Guangdong Provincial Key Laboratory of Interdisciplinary Research and Application for Data Science,Zhuhai,519087,China
2.Zhejiang University of Technology,College of Information Engineering,Hangzhou,310023,China
3.Chinese Univ. of Hong Kong,School of Science and Engineering,Shenzhen,518172,China
4.Nus Research Institute (NUSRI),Center for Advanced Microelectronic Devices,Suzhou,215123,China
First Author AffilicationBeijing Normal-Hong Kong Baptist University
Recommended Citation
GB/T 7714
Du, Xinwei,Wang, Qian,Kam, Pooi Yuen. Maximum Likelihood Estimation of Wiener Phase Noise Variance in Coherent Optical Systems[J]. Journal of Lightwave Technology, 2024, 42(9): 3163-3173.
APA Du, Xinwei, Wang, Qian, & Kam, Pooi Yuen. (2024). Maximum Likelihood Estimation of Wiener Phase Noise Variance in Coherent Optical Systems. Journal of Lightwave Technology, 42(9), 3163-3173.
MLA Du, Xinwei,et al."Maximum Likelihood Estimation of Wiener Phase Noise Variance in Coherent Optical Systems". Journal of Lightwave Technology 42.9(2024): 3163-3173.
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