Joint transceiver design for MIMO communications using geometric mean decomposition

被引:254
作者
Jiang, Y
Li, H
Hager, WW
机构
[1] Univ Florida, Dept Elect & Comp Engn, Gainesville, FL 32611 USA
[2] Univ Florida, Dept Math, Gainesville, FL 32611 USA
基金
美国国家科学基金会;
关键词
channel capacity; dirty paper precoding; inter-symbol interference suppression; joint transceiver design; matrix decomposition; MIMO; VBLAST; water filling;
D O I
10.1109/TSP.2005.855398
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In recent years, considerable attention has been paid to the joint optimal transceiver design for multi-input multi-output (MIMO) communication systems. In this paper, we propose a joint transceiver design that combines the geometric mean decomposition (GMD) with either the conventional zero-forcing VBLAST decoder or the more recent zero-forcing dirty paper precoder (ZFDP). Our scheme decomposes a MIMO channel into multiple identical parallel subchannels, which can make it rather convenient to design modulation/demodulation and coding/decoding schemes. Moreover, we prove that our scheme is asymptotically optimal for (moderately) high SNR in terms of both channel throughput and bit error rate (BER) performance. This desirable property is not shared by any other conventional schemes. We also consider the subchannel selection issues when some of the subchannels are too poor to be useful. Our scheme can also be combined with orthogonal frequency division multiplexing (OFDM) for intersymbol interference (ISI) suppression. The effectiveness of our approaches has been validated by both theoretical analyses and numerical simulations.
引用
收藏
页码:3791 / 3803
页数:13
相关论文
共 35 条
[1]   A simple transmit diversity technique for wireless communications [J].
Alamouti, SM .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 1998, 16 (08) :1451-1458
[2]   Feedback assisted transmission subspace tracking for MIMO systems [J].
Banister, BC ;
Zeidler, JR .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2003, 21 (03) :452-463
[3]   Environmental issues for MIMO capacity [J].
Bliss, DW ;
Forsythe, KW ;
Hero, AO ;
Yegulalp, AF .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2002, 50 (09) :2128-2142
[4]   On the achievable throughput of a multiantenna Gaussian broadcast channel [J].
Caire, G ;
Shamai, S .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2003, 49 (07) :1691-1706
[5]   WRITING ON DIRTY PAPER [J].
COSTA, MHM .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1983, 29 (03) :439-441
[6]   On Limits of Wireless Communications in a Fading Environment when Using Multiple Antennas [J].
Foschini G.J. ;
Gans M.J. .
Wireless Personal Communications, 1998, 6 (3) :311-335
[7]  
Foschini G. J., 1996, Bell Labs Technical Journal, V1, P41, DOI 10.1002/bltj.2015
[8]   Analysis and performance of some basic space-time architectures [J].
Foschini, GJ ;
Chizhik, D ;
Gans, MJ ;
Papadias, C ;
Valenzuela, RA .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2003, 21 (03) :303-320
[9]   Vectored transmission for digital subscriber line systems [J].
Ginis, G ;
Cioffi, JM .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2002, 20 (05) :1085-1104
[10]   On the relation between V-BLAST and the GDFE [J].
Ginis, G ;
Cioffi, JM .
IEEE COMMUNICATIONS LETTERS, 2001, 5 (09) :364-366