Status | 已发表Published |
Title | H∞ filter-based dynamic joint carrier frequency offset and linear phase noise tracking for CO-OFDM systems |
Creator | |
Date Issued | 2022-11-07 |
Source Publication | Optics Express
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ISSN | 1094-4087 |
Volume | 30Issue: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. |
DOI | 10.1364/OE.468086 |
URL | View source |
Indexed By | SCIE |
Language | 英语English |
WOS Research Area | Optics |
WOS Subject | Optics |
WOS ID | WOS:000901327200012 |
Scopus ID | 2-s2.0-85141514628 |
Citation statistics | |
Document Type | Journal article |
Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/10138 |
Collection | Beijing Normal-Hong Kong Baptist University |
Corresponding Author | Du, 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 Affilication | Faculty of Science and Technology |
Corresponding Author Affilication | Faculty 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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