Title :
Blind channel estimation using zero-lag slice of third-order moment
Author_Institution :
Dept. of Autom., Tsinghua Univ., Beijing, China
Abstract :
An iterative algorithm is presented for blind channel estimation of a nonminimum phase system using the zero-lag slice (ZS) of its third-order moment (TOM) only. The proposed method has simple computations because it is performed by using simple one-dimensional (1-D) operations with fast convergency and needs calculation of the ZS only. Furthermore, our method achieves good results since the ZS estimate obtained from the received signal exhibits high reliability. Simulations verify the good performance of our method in relatively lower signal-to-noise ratios (SNRs) and when there is a channel length mismatch.
Keywords :
channel estimation; higher order statistics; iterative methods; TOM; ZS estimation; blind channel estimation; channel length mismatch; higher order statistics; iterative algorithm; nonminimum phase system; one-dimensional operation; third-order moment; zero-lag slice; Additive noise; Autocorrelation; Blind equalizers; Channel estimation; Computational modeling; Fourier transforms; Higher order statistics; Iterative algorithms; Noise robustness; Signal to noise ratio; Blind channel estimation; higher order statistics; third-order moment (TOM);
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2005.855536