发表状态 | 已发表Published |
题名 | An Optimum Signal Detection Approach to the Joint ML Estimation of Timing Offset, Carrier Frequency and Phase Offset for Coherent Optical OFDM |
作者 | |
发表日期 | 2021-03 |
发表期刊 | Journal of Lightwave Technology
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ISSN/eISSN | 0733-8724 |
卷号 | 39期号:6页码:1629 - 1644 |
摘要 | 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. |
关键词 | Carrier frequency offset carrier phase offset matched filter maximum likelihood estimation orthogonal frequency-division multiplexing (OFDM) timing offset |
DOI | 10.1109/JLT.2020.3042546 |
URL | 查看来源 |
收录类别 | SCIE |
语种 | 英语English |
WOS研究方向 | Engineering ; Optics ; Telecommunications |
WOS类目 | Engineering, Electrical & Electronic ; Optics ; Telecommunications |
WOS记录号 | WOS:000637191500007 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | https://repository.uic.edu.cn/handle/39GCC9TT/4748 |
专题 | 理工科技学院 |
作者单位 | 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 |
第一作者单位 | 北师香港浸会大学 |
推荐引用方式 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. |
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