Analysis of multiuser MIMO systems with MMSE receiver based on worst case noise

被引:0
作者
Jorswieck, EA [1 ]
Boche, H [1 ]
Schubert, M [1 ]
机构
[1] Heinrich Hertz Inst Nachrichtentech Berlin GmbH, Fraunhofer Inst Telecommun, D-10587 Berlin, Germany
来源
2004 ITG: WORKSHOP ON SMART ANTENNAS, PROCEEDINGS | 2004年
关键词
D O I
10.1109/WSA.2004.1407658
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
The performance of a cellular multiuser MIMO System depends on various parameters, e.g. the system structure, the transmitter and receiver strategy, the channel state information at the transmitter and the receiver, and the channel properties. Recently, the main focus of research was on single-user MIMO systems and its capacity and its error performance with space-time coding. In general, the performance of the cellular multiuser MIMO system is limited by additive white Gaussian noise, intracell interference from other users within the cell, and by intercell interference from users outside the considered cell. In our analysis, the base applies a MMSE receiver. Therefore, we choose the normalised MSE as the performance metric of the wireless system. We study one point-to-point link, on which interference act. The interference models the different system scenarios and various parameters. Therefore, we consider three scenarios in which the noise is subject to different constraints. A general trace constraint is used in the first scenario. The noise covariance matrix eigenvalues are kept fixed in the second scenario, and in the third scenario the entries on the diagonal of the noise covariance matrix are kept fix. We assume that the receiver as well as the transmitter have perfect channel state information. We solve the corresponding minimax programming problems and characterise the worst case noise and the optimal transmit strategy. In all scenarios the normalised MSE of the MIMO system with worst case noise is equal to the MSE of some MIMO system in which either the channels are orthogonal or the transmit antennas are not allowed to cooperate or in which no channel state information is available at the transmitter. Furthermore, the minimax expressions fulfill a saddle point property. All theoretical results are illustrated by examples and numerical simulations.
引用
收藏
页码:122 / 129
页数:8
相关论文
共 15 条
[1]  
Boche H, 2003, INT CONF ACOUST SPEE, P808
[2]  
Boche H, 2002, CONF REC ASILOMAR C, P1379
[3]  
Boche H, 2002, 5TH INTERNATIONAL SYMPOSIUM ON WIRELESS PERSONAL MULTIMEDIA COMMUNICATIONS, VOLS 1-3, PROCEEDINGS, P130, DOI 10.1109/WPMC.2002.1088146
[4]  
BOCHE H, 2003, P ISSPIT
[5]  
BOYD S, 2003, COURSE READER EE364
[6]   The worst additive noise under a covariance constraint [J].
Diggavi, SN ;
Cover, TM .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2001, 47 (07) :3072-3081
[8]   BOUNDS FOR DETERMINANT OF SUM OF HERMITIAN MATRICES [J].
FIEDLER, M .
PROCEEDINGS OF THE AMERICAN MATHEMATICAL SOCIETY, 1971, 30 (01) :27-&
[9]   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
[10]  
HAUSTEIN T, 2003, P IEEE INT C AC SPEE, V4, P405