Title :
Designing orthogonal pilot scheme for semi-blind channel estimation in MIMO systems
Author :
Do, Dinh-Thuan ; Vu, Dinh-Thanh
Author_Institution :
Dept. of Commun. Eng., Ton Duc Thang Univ., Ho Chi Minh City, Vietnam
Abstract :
This paper presents a least square based semi-blind channel estimation using the new orthogonal pilot scheme for multiple-input multiple-output (MIMO) wireless communications. In practice, knowledge of the wireless unknown channel is often estimated by sending known training symbols to the receiver. We determine the optimal training sequence aiming to minimize the mean square error (MSE) of the channel estimator under a total transmit power constraint. In order to reduce the training overhead, this semi-blind algorithm only use fewer number of training symbols for decomposed channel matrices. Combining the advantage of semi-blind approach with designed pilot scheme addresses the improvement of the total bandwidth efficiency. In addition, the problem of power allocation between the pure data and the training symbols is also calculated. Experimental studies are carried out to study and validate the optimal performance of the proposed scheme.
Keywords :
MIMO systems; bandwidth allocation; channel estimation; least squares approximations; matrix algebra; mean square error methods; radio receivers; wireless channels; MIMO systems; MIMO wireless communications; MSE; bandwidth efficiency; channel estimator; channel matrices; least square based semi-blind channel estimation; mean square error; multiple-input multiple-output wireless communications; optimal performance; optimal training sequence; orthogonal pilot scheme; power allocation; radio receiver; semi-blind algorithm; total transmit power constraint; training overhead; training symbols; wireless unknown channel; Channel estimation; Estimation; MIMO; Matrix decomposition; Receiving antennas; Signal to noise ratio; Training; MIMO; semi-blind channel; training sequences;
Conference_Titel :
Advanced Technologies for Communications (ATC), 2010 International Conference on
Conference_Location :
Ho Chi Minh City
Print_ISBN :
978-1-4244-8875-9
DOI :
10.1109/ATC.2010.5672715