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

Eduard A. Jorswieck, H. Boche, M. Schubert

Publikation: Beitrag in Buch/Bericht/KonferenzbandKonferenzbeitragBegutachtung

Abstract

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 MEMO 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.

OriginalspracheEnglisch
Titel2004 ITG Workshop on Smart Antennas - Proceedings
Seiten122-129
Seitenumfang8
PublikationsstatusVeröffentlicht - 2004
Extern publiziertJa
Veranstaltung2004 ITG Workshop on Smart Antennas - Proceedings - Munich, Deutschland
Dauer: 18 März 200419 März 2004

Publikationsreihe

Name2004 ITG Workshop on Smart Antennas - Proceedings

Konferenz

Konferenz2004 ITG Workshop on Smart Antennas - Proceedings
Land/GebietDeutschland
OrtMunich
Zeitraum18/03/0419/03/04

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