Low-complexity high throughput VLSI architecture of soft-output ML MIMO detector

Teo Cupaiuolo, Massimiliano Siti, A. Tomasoni
{"title":"Low-complexity high throughput VLSI architecture of soft-output ML MIMO detector","authors":"Teo Cupaiuolo, Massimiliano Siti, A. Tomasoni","doi":"10.1109/DATE.2010.5457031","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":432902,"journal":{"name":"2010 Design, Automation & Test in Europe Conference & Exhibition (DATE 2010)","volume":"104 ","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"24","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 Design, Automation & Test in Europe Conference & Exhibition (DATE 2010)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/DATE.2010.5457031","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 24

Abstract

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.
软输出ML - MIMO检测器的低复杂度高吞吐量VLSI架构
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。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信