Bootstrap frequency equalisation for MIMO wireless systems

R. Piechocki, C. Kasparis, A. Nix, P. Fletcher, J. McGeehan
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引用次数: 4

Abstract

The paper reports on a new class of equalisation/detection for wideband multiple input-multiple output (MIMO) communications systems. The proposed scheme is somewhat akin to a multi-carrier MIMO system, and more precisely, builds upon a single carrier frequency domain equalised (SCFDE) MIMO system. At the core of our system lies a novel concept of iterative self-reused equalisation/detection (bootstrapping) combined with semi-hard decision making. The bootstrapping concept is derived from a new formulation of Tikhonov regularisation. The proposed scheme achieves a remarkable performance/complexity trade-off. In particular we show that our system approaches the performance of ML-MIMO-OFDM while being only slightly more complex than MMSE-MIMO-OFDM. The coded version achieves virtually the same performance as turbo MIMO-OFDM at a fraction of the complexity. The resulting system is termed zero tailed bootstrap frequency equalised (ZTBFE) MIMO system.
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MIMO无线系统的自举频率均衡
本文报道了一种用于宽带多输入多输出(MIMO)通信系统的新型均衡/检测。所提出的方案有点类似于多载波MIMO系统,更准确地说,是建立在单载波频域均衡(SCFDE) MIMO系统的基础上。我们系统的核心是一个新颖的迭代自重用均衡/检测(自举)概念,结合半硬决策。自举概念来源于吉洪诺夫正则化的新公式。所提出的方案实现了性能与复杂度的平衡。特别是,我们表明我们的系统接近ML-MIMO-OFDM的性能,而仅比MMSE-MIMO-OFDM稍微复杂一些。编码版本实现了几乎与turbo MIMO-OFDM相同的性能,而复杂性只是前者的一小部分。由此产生的系统被称为零尾自举频率均衡(ZTBFE) MIMO系统。
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