Title :
Periodic-modulation-based blind channel identification for single-carrier block transmission with frequency-domain equalization
Author :
Wu, Jwo-Yuh ; Lee, Ta-Sung
Author_Institution :
Dept. of Commun. Eng., Nat. Chiao Tung Univ., Hsinchu, Taiwan
fDate :
3/1/2006 12:00:00 AM
Abstract :
This paper proposes a periodic-modulation-based blind channel identification scheme for single-carrier (SC) block transmission with frequency-domain equalization (FDE). The proposed approach relies on the block system model and exploits the circulant channel matrix structure after the cyclic prefix is removed. It is shown that the set of linear equations relating the autocorrelation matrix of the block received signal and the product channel coefficients can be rearranged into one with a distinctive block circulant structure. The identification equations thus obtained lead to a very simple identifiability condition, as well as a natural formulation of the optimal modulating sequence design problem which, based on the block circulant signal structure, can be cast as a constrained quadratic problem that allows for a simple closed-form solution. The impact of the optimal modulating sequence on the peak-to-average power ratio (PAPR) is investigated. Also, it is shown that the optimal sequence results in a consistent channel estimate irrespective of white noise perturbation. Pairwise error probability analysis is used to examine the equalization performance and based on which several design tradeoffs are discussed. Simulation results are used for illustrating the performance of the proposed method.
Keywords :
blind equalisers; channel estimation; error statistics; frequency-domain analysis; matrix algebra; modulation; white noise; autocorrelation matrix; block system model; channel matrix structure; cyclic prefix; frequency-domain equalization; identification equations; linear equations; optimal modulating sequence design; pairwise error probability analysis; peak-to-average power ratio; periodic-modulation-based blind channel identification; single-carrier block transmission; Autocorrelation; Blind equalizers; Closed-form solution; Equations; Error analysis; Pairwise error probability; Peak to average power ratio; Signal design; Signal processing; White noise; Blind channel identification; circulant matrix; frequency-domain equalization (FDE); periodic modulation precoder; single-carrier (SC) block transmission; transmitter-induced cyclostationarity (TIC);
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2005.863041