软输出ML - MIMO检测器的低复杂度高吞吐量VLSI架构

Teo Cupaiuolo, Massimiliano Siti, A. Tomasoni
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引用次数: 24

摘要

本文提出了一种高吞吐量高性能软输出(SO) MIMO检测器(最近提出的分层正交晶格检测器,LORD)的VLSI结构。基线实现包括最优(即最大对数意义上的最大似然- ML) SO生成。还描述了SO生成阶段的一个降低复杂性的变体。据作者所知,所提出的架构是第一个最大对数ML MIMO探测器的VLSI实现,其中包括QR分解和SO生成,后者具有确定性的非常高的吞吐量,这要归功于完全并行化的结构,以及在发射和接收天线数量方面的参数化,以及支持的调制顺序。这两种设计实现了非常高的吞吐量,使它们特别适合MIMO-OFDM系统,例如IEEE 802.11n wlan:以合理的面积和功耗成本满足最苛刻的要求。
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Low-complexity high throughput VLSI architecture of soft-output ML MIMO detector
In this paper a VLSI architecture of a high throughput and high performance soft-output (SO) MIMO detector (the recently presented Layered ORthogonal Lattice Detector, LORD) is presented. The baseline implementation includes optimal (i.e. maximum-likelihood - ML - in the max-log sense) SO generation. A reduced complexity variant of the SO generation stage is also described. To the best of the authors' knowledge, the proposed architecture is the first VLSI implementation of a max-log ML MIMO detector which includes QR decomposition and SO generation, having the latter a deterministic very high throughput thanks to a fully parallelizable structure, and parameterizability in terms of both the number of transmit and receive antennas, and the supported modulation orders. The two designs achieve a very high throughput making them particularly suitable for MIMO-OFDM systems like e.g. IEEE 802.11n WLANs: the most demanding requirements are satisfied at a reasonable cost of area and power consumption.
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