Details of Research Outputs

Status已发表Published
TitleAn Optimum Signal Detection Approach to the Joint ML Estimation of Timing Offset, Carrier Frequency and Phase Offset for Coherent Optical OFDM
Creator
Date Issued2021-03
Source PublicationJournal of Lightwave Technology
ISSN0733-8724
Volume39Issue:6Pages:1629 - 1644
Abstract

Coherent orthogonal frequency-division multiplexing (OFDM) is one of the prime digital modulation techniques for present and future generations of wireless and optical communications. Accurate synchronization is the main obstacle to the implementation of a reliable OFDM receiver. We propose here a joint maximum likelihood (ML) estimator for the timing offset (TO), carrier frequency offset (CFO), and carrier phase offset (CPO) for coherent optical OFDM (CO-OFDM) motivated by the theory of ML signal detection. Our approach starts conceptually with the idea of first computing L replicas of the original OFDM spectrum, where L is a power of two and is assumed sufficiently large. This is done by padding (L - 1)N zeros to the end of the N received noisy OFDM samples, where N is the number of OFDM subcarriers. By computing the LN-point discrete Fourier transform (DFT) of these LN time samples, we get L replicas of the DFT of the original OFDM spectrum, where each replica corresponds to the Dvr for one hypothesized value of the CFO and the set of possible CFO values is {l/L}(l=0)(L-1). We select the most probable replica by choosing the one that is at the minimum Euclidean distance from the original OFDM spectrum, which leads to a matched-filtering (MF) operation in the frequency domain in either a blind or a data-aided manner. Building on this MF concept, we then develop a joint ML estimator of the TO and CPO for each hypothesized value of the CFO. The novelty here is that the TO and the CPO are estimated efficiently as the frequency and phase of a complex sinusoid observed in noise, via either a time-domain or a frequency-domain approach. The resulting joint CFO, CPO, and TO estimator is simpler than existing estimators, both conceptually and in implementation. A much simpler sequential approach in which we first decide on the CFO and then perform a joint TO and CPO estimation is also proposed. The performance loss of this sequential approach compared to the optimum joint approach is small at high signal-to-noise ratio (SNR). We obtain the performance of all our estimators via simulations, and show that they perform better when compared with the existing well-known estimators. Finally, we derive the Cramer-Rao lower bounds (CRIB) on the performance of our estimators, and show via simulations that our estimators for high SNR attain these performance lower bounds.

KeywordCarrier frequency offset carrier phase offset matched filter maximum likelihood estimation orthogonal frequency-division multiplexing (OFDM) timing offset
DOI10.1109/JLT.2020.3042546
URLView source
Indexed BySCIE
Language英语English
WOS Research AreaEngineering ; Optics ; Telecommunications
WOS SubjectEngineering, Electrical & Electronic ; Optics ; Telecommunications
WOS IDWOS:000637191500007
Citation statistics
Cited Times:7[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/4748
CollectionFaculty of Science and Technology
Affiliation
1.Division of Science and Technology, BNU-HKBU United International College, Zhuhai, 519087, China
2.Department of Electrical and Computer Engineering, National University of Singapore, Singapore, 117583, Singapore
3.Huawei Technologies, Shenzhen, 518129, China
4.School of Electronics and Information Technology, Sun Yat-Sen University, Guangzhou, 510275, China
5.School of Information and Electronic Engineering, Zhejiang University of Science and Technology, Hangzhou, 310023, China
6.School of Science and Engineering, Chinese University of Hong Kong, Shenzhen, 518172, China
First Author AffilicationBeijing Normal-Hong Kong Baptist University
Recommended Citation
GB/T 7714
Du, Xinwei,Song, Tianyu,Li, Yanet al. An Optimum Signal Detection Approach to the Joint ML Estimation of Timing Offset, Carrier Frequency and Phase Offset for Coherent Optical OFDM[J]. Journal of Lightwave Technology, 2021, 39(6): 1629 - 1644.
APA Du, Xinwei, Song, Tianyu, Li, Yan, Wu, Mingwei, & Kam, Pooiyuen. (2021). An Optimum Signal Detection Approach to the Joint ML Estimation of Timing Offset, Carrier Frequency and Phase Offset for Coherent Optical OFDM. Journal of Lightwave Technology, 39(6), 1629 - 1644.
MLA Du, Xinwei,et al."An Optimum Signal Detection Approach to the Joint ML Estimation of Timing Offset, Carrier Frequency and Phase Offset for Coherent Optical OFDM". Journal of Lightwave Technology 39.6(2021): 1629 - 1644.
Files in This Item:
There are no files associated with this item.
Related Services
Usage statistics
Google Scholar
Similar articles in Google Scholar
[Du, Xinwei]'s Articles
[Song, Tianyu]'s Articles
[Li, Yan]'s Articles
Baidu academic
Similar articles in Baidu academic
[Du, Xinwei]'s Articles
[Song, Tianyu]'s Articles
[Li, Yan]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Du, Xinwei]'s Articles
[Song, Tianyu]'s Articles
[Li, Yan]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.