Title :
An improved lattice reduction aided detection based on gram-schmidt procedure
Author :
Kinoshita, Caio Masakazu ; Sasaki, Yusuke ; Fujino, Tadashi
Author_Institution :
Univ. of Electro-Commun., Chofu, Japan
Abstract :
This paper proposes a lattice-reduction aided detection (LRAD) based on the Gram-Schmidt (GS) procedure. In MIMO systems, LRAD achieves good bit error ratios (BERs). The proposed detection method reduces the column vectors of the channel matrix using the LLL algorithm and then the GS procedure to create mutually purely orthogonal column vectors in order to improve BER. The proposed detection method can achieve more reliable estimation of the transmitted signals than the conventional LLL algorithm, and the BERs are improved about 5dB at BER=10-5 for the 8×8 MIMO system over the conventional LLL algorithm. Also the BER curves for the proposed detection is as steep as those for the conventional LRAD.
Keywords :
MIMO systems; error statistics; estimation theory; matrix algebra; signal detection; BER curves; GS procedure; Gram-Schmidt procedure; LLL algorithm; LRAD; MIMO systems; bit error ratios; channel matrix; lattice reduction aided detection; orthogonal column vectors; reliable estimation; transmitted signals; Bit error rate; Estimation; MIMO; Phase shift keying; Receiving antennas; Transforms; Transmitting antennas; Gram-Schmidt procedure; LLL algorithm; MIMO; MMSE; lattice-reduction;
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.2010.5672723