Carrier Frequency Offset Estimation for CO-OFDM: The Matched-Filter Approach

被引:8
作者
Du, Xinwei [1 ]
Song, Tianyu [1 ,2 ]
Kam, Pooi-Yuen [1 ,2 ]
机构
[1] Natl Univ Singapore, Dept Elect & Comp Engn, Singapore 117583, Singapore
[2] Natl Univ Singapore Suzhou Res Inst, Suzhou 215123, Peoples R China
基金
中国国家自然科学基金;
关键词
Carrier frequency offset (CFO); coherent optical orthogonal frequency-division multiplexing (CO-OFDM); matched filter (MF); maximum likelihood (ML); COHERENT OPTICAL OFDM; SYSTEMS; SYNCHRONIZATION; ALGORITHM; TIME;
D O I
10.1109/JLT.2018.2828941
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper proposes a novel carrier frequency offset (CFO) estimator for the coherent optical orthogonal frequency-division multiplexing (CO-OFDM) systems using the matched-filter (MF) concept. We consider an OFDM symbol with N sub-carriers so that the receiver takes N time samples of the received noisy CO-OFDM signal. Our idea is to first append these N received samples with (L - 1) N zeros at the end to get a sequence of LN time samples. By taking the discrete Fourier transform of these LN samples, we compute the spectrum of the CO-OFDM symbol at LN discrete frequency points. We think of this spectrum as being made up of L sets of N points each, each set consisting of the frequency points {2 pi/LNl, 2 pi/LNl + 2 pi/N, ... , 2 pi/LNl + 2 pi(N-1)/N}, for each value of l, where l = 0, 1, ... , L -1. Each set of N points for one value of l can be considered as the spectrum of the CO-OFDM symbol corresponding to one hypothesized value 2 pi/LNl of the CFO. The receiver can now obtain the maximum likelihood (ML) CFO estimate by determining the hypothesized value that best matches the spectrum of the CO-OFDM symbol received from the channel. In the case of data-aided (DA) ML estimation, we treat the OFDM symbol as a pilot symbol in which we know the data in all the subcarriers, and this pilot symbol is used as the reference signal for the MF. In the case of blind (BL) ML estimation, the data in all the subcarriers are unknown, and the receiver uses an OFDM symbol with no data modulation in all the subcarriers as the reference signal. After making the ML decision of the hypothesized value of the CFO, a fine search will be carried out to determine the actual value more accurately. It turns out only one step is necessary to locate the actual value of the CFO. The DA MF ML algorithm can achieve full-range (integral and fractional part) CFO estimation with high accuracy, while the BL MF ML algorithm has low computational complexity but focuses on the fractional CFO estimation only. We discuss the complexity and performance of this MF ML algorithm, and present simulation results to demonstrate the estimation error variance for 16-PSK/QAM modulations. The simulation results show that the estimation error variance of the DA MF ML algorithm can achieve the Cramer-Rao lower bound in the absence of the laser phase noise.
引用
收藏
页码:2955 / 2965
页数:11
相关论文
共 22 条
[11]   Data-Aided Versus Blind Single-Carrier Coherent Receivers [J].
Kuschnerov, Maxim ;
Chouayakh, M. ;
Piyawanno, K. ;
Spinnler, B. ;
de Man, E. ;
Kainzmaier, P. ;
Alfiad, Mohammad S. ;
Napoli, A. ;
Lankl, Berthold .
IEEE PHOTONICS JOURNAL, 2010, 2 (03) :387-403
[12]   Blind estimation of carrier frequency offset, I/Q imbalance and DC offset for OFDM systems [J].
Liu, Tao ;
Li, Hanzhang .
EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2012,
[13]  
*OPT INT FOR, 2005, OIFITLAMSA011
[14]   SINGLE-TONE PARAMETER ESTIMATION FROM DISCRETE-TIME OBSERVATIONS [J].
RIFE, DC ;
BOORSTYN, RR .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1974, 20 (05) :591-598
[15]   Robust frequency and timing synchronization for OFDM [J].
Schmidl, TM ;
Cox, DC .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1997, 45 (12) :1613-1621
[16]  
SERPEDIN E, 1999, ACOUST SPEECH SIG PR, P2635
[17]  
Shieh W, 2010, OFDM FOR OPTICAL COMMUNICATIONS, P1
[18]   ML estimation of time and frequency offset in OFDM systems [J].
vandeBeek, JJ ;
Sandell, M ;
Borjesson, PO .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1997, 45 (07) :1800-1805
[19]   A Blind CFO Estimator Based on Smoothing Power Spectrum for OFDM Systems [J].
Wu, Lu ;
Zhang, Xian-Da ;
Li, Pei-Sheng ;
Su, Yong-Tao .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2009, 57 (07) :1924-1927
[20]   High accuracy frequency offset correction with adjustable acquisition range in OFDM systems [J].
Zhang, ZS ;
Jiang, WY ;
Zhou, HY ;
Liu, YN ;
Gao, JC .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2005, 4 (01) :228-237