DocumentCode
2220511
Title
Estimation of Wiener phase noise by the autocorrelation of the ICI weighting function in OFDM systems
Author
Liao, Yi-Ching ; Chen, Kwang-Cheng
Author_Institution
Inst. of Commun. Eng., Nat. Taiwan Univ., Taipei
Volume
2
fYear
2005
fDate
11-14 Sept. 2005
Firstpage
725
Abstract
Performance degradation due to Wiener phase noise, which causes both common phase error (CPE) and inter-carrier interference (ICI), is a crucial challenge to the implementation of OFDM systems. In this paper, we theoretically employ the Lorentzian model to investigate the autocorrelation function of the ICI weighting function, which is the discrete Fourier transform of the exponential phase noise process. This autocorrelation function can be shown to be the kernel of the covariance of the ICI. Based on this kernel, a pilot-aided decision-directed CPE estimator is proposed according to maximum-likelihood criterion. Different from conventional maximum likelihood approach which ideally assumes the ICI observed on different subcarriers to be independent identically distributed, we systematically derive the covariances among carriers and practically utilize them to enhance the estimation. Finally, three conventional CPE estimators are compared with the proposed scheme by computer simulation, the numerical results illustrate the effectiveness of the proposed algorithm
Keywords
OFDM modulation; correlation theory; discrete Fourier transforms; interference suppression; maximum likelihood estimation; phase noise; stochastic processes; DFT; ICI weighting function; Lorentzian model; OFDM system; Wiener phase noise estimation; autocorrelation function; common phase error; covariance kernel; discrete Fourier transform; independent identical distribution; intercarrier interference; maximum likelihood approach; orthogonal frequency division multiplexing; pilot-aided decision-directed CPE estimator; Autocorrelation; Computer simulation; Degradation; Discrete Fourier transforms; Interference; Kernel; Maximum likelihood estimation; OFDM; Phase estimation; Phase noise; OFDM; Phase Noise and Maximum Likelihood Estimation;
fLanguage
English
Publisher
ieee
Conference_Titel
Personal, Indoor and Mobile Radio Communications, 2005. PIMRC 2005. IEEE 16th International Symposium on
Conference_Location
Berlin
Print_ISBN
9.7838007291e+012
Type
conf
DOI
10.1109/PIMRC.2005.1651538
Filename
1651538
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