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A Precoder Design for Two-Way Amplify-and-Forward MIMO Relay Systems
Thesis

A Precoder Design for Two-Way Amplify-and-Forward MIMO Relay Systems

Jheng, Jhih-Jhong
Masters, 國立清華大學, 通訊工程研究所
2012

Abstract

雙向中繼系統 條件數 么正預先編碼器 two-way relay condition number unitary precoder
Abstract In this thesis, we propose a relay precoder design for two-way amplify-and-forward (AF) multiple-input multiple-output (MIMO) relay systems. By exploring the asymptotic behavior of the sum of mean-squared errors (sum-MSE) of the received signals at the two source nodes, we find that it is dominated by the smallest singular values (or the smallest eigenvalues) of the effective MIMO channels of the relay system. This implies that the sum-MSE performance strongly depends on the sum of condition numbers of the effective MIMO channels, where the condition number of a MIMO channel is defined as the ratio of the largest to the smallest singular value. With this observation, unlike the conventional precoder designs that are obtained in an iterative manner based on minimizing the sum-MSE, the proposed one is derived by using the Gram-Schmidt process based on minimizing the sum of condition numbers of the effective MIMO channels. Specifically, the relay precoder is designed to rotate each eigenspace of the effective MIMO channels such that the corresponding eigenvalues are as equal as possible. As compared to the conventional iterative methods, the proposed approach achieves close performance with much lower computational complexity for both perfect and imperfect channel estimations.

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