Title :
Soft Iterative Channel Estimation With Subspace and Rank Tracking
Author :
Ferrara, Simone ; Matsumoto, Tad ; Nicoli, Monica ; Spagnolini, Umberto
Author_Institution :
Dipt. di Elettronica e Informazione, Politecnico di Milano
Abstract :
This letter presents an adaptative soft-based method for channel estimation in turbo receivers. The proposed approach is based on the particular algebraic structure of multipath Rayleigh-fading channels, and it is suited for mobile systems where the multipath pattern (namely, the times of delay) changes slowly over the time. The method is implemented through a rank-and-subspace tracking algorithm that allows to adapt the estimate to the multipath variations and also to reduce the computational cost with respect to the batch implementation based on eigenvalue decomposition. A performance analysis, in terms of mean square error of the channel estimate and bit error rate, shows the advantages of the proposed technique in communications over time-varying wireless channels
Keywords :
Rayleigh channels; adaptive equalisers; adaptive estimation; channel estimation; eigenvalues and eigenfunctions; error statistics; iterative methods; mean square error methods; mobile radio; multipath channels; radio receivers; tracking; turbo codes; algebraic structure; batch implementation; bit error rate; eigenvalue decomposition; mean square error; mobile system; multipath Rayleigh-fading channel; performance analysis; rank tracking; soft Iterative channel estimation; subspace tracking; turbo receivers; Bit error rate; Channel estimation; Computational complexity; Covariance matrix; Delay; Eigenvalues and eigenfunctions; Feedback; Mobile communication; Signal detection; Wireless communication; Channel estimation; equalization; mobile communication; multipath channels; soft-iterative receiver; subspace tracking; time-varying channels; turbo processing;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2006.881530