Title :
Accurate Sampling Timing Acquisition for Baseband OFDM Power-Line Communication in Non-Gaussian Noise
Author :
Chen Chen ; Yun Chen ; Na Ding ; Yizhi Wang ; Jia-Chin Lin ; Xiaoyang Zeng ; Huang, Defeng David
Author_Institution :
Syst. State Key Lab., Fudan Univ., Shanghai, China
Abstract :
In this paper, a novel technique is proposed to address the joint sampling timing acquisition for baseband and broadband power-line communication (BB-PLC) systems using Orthogonal-Frequency-Division-Multiplexing (OFDM), including the sampling phase offset (SPO) and the sampling clock offset (SCO). Under pairwise correlation and joint Gaussian assumption of received signals in frequency domain, an approximated form of the log-likelihood function is derived. Instead of a high complexity two-dimension grid-search on the likelihood function, a five-step method is employed for accurate estimations. Several variants are presented in the same framework with different complexities. Unlike conventional pilot-assisted schemes using the extra phase rotations within one OFDM block, the proposed technique turns to the phase rotations between adjacent OFDM blocks. Analytical expressions of the variances and biases are derived. Extensive simulation results indicate significant performance improvements over conventional schemes. Additionally, effects of several noise models including non-Gaussianity, cyclo-stationarity, and temporal correlation are analyzed and simulated. Robustness of the proposed technique against violation of the joint Gaussian assumption is also verified by simulations.
Keywords :
Gaussian noise; OFDM modulation; broadband networks; carrier transmission on power lines; frequency-domain analysis; log normal distribution; signal sampling; BB-PLC systems; OFDM block; SCO; SPO; baseband OFDM power-line communication; broadband power-line communication; conventional pilot-assisted schemes; conventional schemes; cyclo-stationarity; five-step method; frequency domain; joint Gaussian assumption; joint sampling timing acquisition; log-likelihood function; noise models; nonGaussian noise; nonGaussianity; orthogonal-frequency-division-multiplexing OFDM; pairwise correlation; performance improvements; phase rotations; received signals; robustness; sampling clock offset; sampling phase offsetgauss; temporal correlation; two-dimension grid-search; Covariance matrix; Estimation; Joints; OFDM; Signal to noise ratio; Timing; OFDM; baseband system; non-Gaussian noise; power-line communication; sampling clock offset; sampling phase offset;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2013.021413.120112