Title :
A novel Carrier Frequency Offset tracking algorithm for OFDM systems using LS-ICA and fractional sampling
Author :
Xu, Kui ; Shen, Yuehong ; Chen, Shouqi
Author_Institution :
Inst. of Commun. Eng., PLA Univ. of Sci. & Technol., Nanjing
Abstract :
A novel carrier frequency offset (CFO) tracking algorithm for orthogonal frequency division multiplexing (OFDM) systems using least square independent component analysis (LS-ICA) and fractional sampling method is proposed. Simulation results show that the LS-ICA method can obtained a better mean square error (MSE) performance than maximum-likelihood (ML) CFO tracking scheme. Compared with the cyclic prefix independent component analysis (CP-ICA) CFO tracking scheme, the proposed method can obtain a much lower computational complexity and a better MSE performance over AWGN and multipath Rayleigh channel.
Keywords :
AWGN channels; OFDM modulation; Rayleigh channels; computational complexity; independent component analysis; least squares approximations; maximum likelihood estimation; mean square error methods; signal sampling; AWGN; carrier frequency offset tracking; computational complexity; cyclic prefix independent component analysis; fractional sampling; least square independent component analysis; maximum-likelihood CFO tracking; mean square error; multipath Rayleigh channel; orthogonal frequency division multiplexing; AWGN; Additive white noise; Covariance matrix; Frequency estimation; Frequency synchronization; Gaussian noise; Independent component analysis; OFDM; Sampling methods; Signal processing algorithms;
Conference_Titel :
Communications, Circuits and Systems, 2008. ICCCAS 2008. International Conference on
Conference_Location :
Fujian
Print_ISBN :
978-1-4244-2063-6
Electronic_ISBN :
978-1-4244-2064-3
DOI :
10.1109/ICCCAS.2008.4657923