Equal-diagonal QR decomposition and its application to precoder design for successive-cancellation detection

被引:133
作者
Zhang, HK [2 ]
Kavcic, A
Wong, KM
机构
[1] Harvard Univ, Div Engn & Appl Sci, Cambridge, MA 02138 USA
[2] McMaster Univ, Dept Elect & Comp Engn, Hamilton, ON L8S 4K1, Canada
基金
美国国家科学基金会;
关键词
maximum-likelihood detection (MLD); minimum distance; multiple-input multiple-output (MIMO) systems; orthogonal frequency-division multiplexing (OFDM); precoders; QR decomposition; successive cancellation detection; time-division multiple access (TDMA);
D O I
10.1109/TIT.2004.839475
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In multiple-input multiple-output (MIMO) multiuser detection theory, the QR decomposition of the channel matrix H can be used to form the back-cancellation detector. In this paper, we propose an optimal QR decomposition, which we call the equal-diagonal QR decomposition, or briefly the QRS decomposition. We apply the decomposition to precoded successive-cancellation detection, where we assume that both the transmitter and the receiver have perfect channel knowledge. We show that, for any channel matrix H, there exists a unitary precoder matrix S, such that HS = QR, where the nonzero diagonal entries of the upper triangular matrix R in the QR decomposition of HS are all equal to each other. The precoder and the resulting successive-cancellation detector have the following properties, a) The minimum Euclidean distance between two signal points at the channel output is equal to the minimum Euclidean distance between two constellation points at the precoder input up to a multiplicative factor that equals the diagonal entry in the R-factor. b) The superchannel. HS naturally exhibits an optimally ordered column permutation, i.e., the optimal detection order for the vertical Bell Labs layered space-time (V-BLAST) detector is the natural order. c) The precoder S minimizes the block error probability of the QR successive cancellation detector. d) A lower and an upper bound for the free distance at the channel output is expressible in terms of the diagonal entries of the R-factor in the QR decomposition of a channel matrix. e) The precoder S maximizes the lower bound of the channel's free distance subject to a power constraint. f) For the optimal precoder S, the performance of the QR detector is asymptotically (at large signal-to-noise ratios (SNRs)) equivalent to that of the maximum-likelihood detector (MLD) that uses the same precoder. Further, in this paper we consider two multiplexing schemes: time-division multiple access (TDMA) and orthogonal frequency-division multiplexing (OFDM). We design the optimal precoder for binary phase-shift keying (BPSK) with these multiplexing schemes, but outline the procedure to extend the method to nonbinary schemes such as pulse amplitude modulation (PAM), phase-shift keying (PSK), and quadrature amplitude modulation (QAM). Finally, examples are given that illustrate the performance of the precoder and the corresponding successive cancellation detector.
引用
收藏
页码:154 / 172
页数:19
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