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Status已发表Published
TitleH∞ filter-based dynamic joint carrier frequency offset and linear phase noise tracking for CO-OFDM systems
Creator
Date Issued2022-11-07
Source PublicationOptics Express
ISSN1094-4087
Volume30Issue:23Pages:41157-41170
Abstract

In this paper, a robust, dynamic and joint carrier frequency offset (CFO) and linear phase noise (LPN) tracking algorithm is proposed by utilizing the H∞ filter for CO-OFDM systems. The dynamic tracking is implemented by Bayesian filtering which time-recursively updates the posterior state estimates based on the prior state information and calculated gain. To improve the robustness of the dynamic tracking process against the uncertainty of the noise terms, we adopt the H∞ filter, which designs a min-max optimization problem with a performance bound-defined constraint. The H∞ filter obtains the state estimates by limiting the worst-case estimation error, which guarantees its robustness to the system uncertain noise terms and external disturbances. After the joint estimation of CFO and LPN, we then propose a decision-feedback algorithm to achieve accurate signal detection. The accuracy and robustness of the proposed algorithm are verified in an 88.9 Gb/s 16-QAM CO-OFDM system, by comparing with the conventional extended Kalman filter (EKF) and Gaussian particle filter (GPF). Simulation results show that the MSEs of CFO and LPN by H∞ filter can reach the Cramér-Rao Lower Bounds (CRLBs) as well as the Bayesian CRLB (BCRLB), and possesses excellent noise and chromatic dispersion (CD) tolerance.

DOI10.1364/OE.468086
URLView source
Indexed BySCIE
Language英语English
WOS Research AreaOptics
WOS SubjectOptics
WOS IDWOS:000901327200012
Scopus ID2-s2.0-85141514628
Citation statistics
Cited Times:3[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/10138
CollectionBeijing Normal-Hong Kong Baptist University
Corresponding AuthorDu, Xinwei
Affiliation
1.Faculty of Science and Technology,BNU-HKBU United International College,Zhuhai,519087,China
2.Guangdong Provincial Key Laboratory of Interdisciplinary Research and Application for Data Science,BNU-HKBU United International College,Zhuhai,519087,China
3.Department of Electronic and Information Engineering,The Hong Kong Polytechnic University,Hung Hom,Hong Kong,China
First Author AffilicationFaculty of Science and Technology
Corresponding Author AffilicationFaculty of Science and Technology;  Beijing Normal-Hong Kong Baptist University
Recommended Citation
GB/T 7714
Liu, Shuai,Du, Xinwei,Yu, Changyuan. H∞ filter-based dynamic joint carrier frequency offset and linear phase noise tracking for CO-OFDM systems[J]. Optics Express, 2022, 30(23): 41157-41170.
APA Liu, Shuai, Du, Xinwei, & Yu, Changyuan. (2022). H∞ filter-based dynamic joint carrier frequency offset and linear phase noise tracking for CO-OFDM systems. Optics Express, 30(23), 41157-41170.
MLA Liu, Shuai,et al."H∞ filter-based dynamic joint carrier frequency offset and linear phase noise tracking for CO-OFDM systems". Optics Express 30.23(2022): 41157-41170.
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