GENERALIZED GEOMETRIC MEAN DECOMPOSITION AND DFE MMSE TRANSCEIVER DESIGN FOR CYCLIC PREFIX SYSTEMS

被引:0
作者
Liu, Chih-Hao [1 ]
Vaidyanathan, P. P. [1 ]
机构
[1] CALTECH, Dept Elect Engn, Pasadena, CA 91125 USA
来源
2011 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING | 2011年
关键词
Generalized Geometric Mean Decomposition; Geometric Mean Decomposition; Transceivers;
D O I
暂无
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
This paper considers the decomposition of a complex matrix as the product of several sets of semi-unitary matrices and upper triangular matrices in iterative manner. The innermost triangular matrix has its diagonal elements equal to the geometric mean of the singular values of the complex matrix. This decomposition, generalized geometric mean decomposition (GGMD), has one order less complexity than the geometric mean decomposition (GMD) if the target matrix is a diagonal matrix. GGMD can be used to design the optimal decision feedback equalizer (DFE) MMSE transceiver for arbitrary multi-input-multi-output (MIMO) channels. The GGMD transceiver shares the same performance as the transceiver designed by using GMD. For the applications over cyclic prefix system, the GGMD transceiver has K/log(2)(K) times lower complexity(1) than the GMD transceiver, where K is the number of subchannels and is a power of 2.
引用
收藏
页码:3396 / 3399
页数:4
相关论文
共 12 条
[1]  
Bergman S., IEEE T SIG PROC, V57, P4509
[2]   Minimum BER block precoders for zero-forcing equalization [J].
Ding, YW ;
Davidson, TN ;
Luo, ZQ ;
Wong, KM .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2003, 51 (09) :2410-2423
[3]   Uniform channel decomposition for MIMO communications [J].
Jiang, Y ;
Li, J ;
Hager, WW .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2005, 53 (11) :4283-4294
[4]   Joint transceiver design for MIMO communications using geometric mean decomposition [J].
Jiang, Y ;
Li, H ;
Hager, WW .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2005, 53 (10) :3791-3803
[5]   The geometric mean decomposition [J].
Jiang, Y ;
Hager, WW ;
Li, H .
LINEAR ALGEBRA AND ITS APPLICATIONS, 2005, 396 :373-384
[6]  
Knuth Donald E., 1997, The Art of Computer Programming: Seminumerical Algorithms, V3rd
[7]   BER minimized OFDM systems with channel independent precoders [J].
Lin, YP ;
Phoong, SM .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2003, 51 (09) :2369-2380
[8]  
Liu C. H., IEEE T SIG IN PRESS
[9]  
Liu C. H., GEN GEOMETRIC UNPUB
[10]   Spatio-temporal coding for wireless communication [J].
Raleigh, GG ;
Cioffi, JM .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1998, 46 (03) :357-366