FLEXDET:灵活,高效的多模MIMO检测使用可重构的ASIP

Xiaolin Chen, Andreas Minwegen, Yahia Hassan, D. Kammler, Shuai Li, T. Kempf, A. Chattopadhyay, G. Ascheid
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引用次数: 27

摘要

本文介绍了一种基于部分可重构ASIP(部分可重构ASIP)概念的多模MIMO检测器的实现。多模检测器支持三种不同的检测算法:最大比组合、线性最小均方误差(MMSE)检测和MMSE连续干扰消除。检测算法还支持不同的天线配置和调制方案。rASIP基于粗粒度可重构架构(CGRA),该架构旨在为矩阵操作提供有效的架构支持。将一种矩阵反演算法映射到CGRA上,用于不同检测算法的预处理。通过将处理器与CGRA集成,可以有效地处理不同算法配置控制路径的变化。据我们所知,我们首次证明了基于cgra的多模MIMO检测非常高效,并且与专用ASIC实现的性能相匹配。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
FLEXDET: Flexible, Efficient Multi-Mode MIMO Detection Using Reconfigurable ASIP
This paper describes the implementation of a multi-mode MIMO detector based on the concept of partially reconfigurable ASIP (rASIP). The multi-mode detector can support three different detection algorithms which are the Maximum Ratio Combining, the linear Minimum Mean Square Error (MMSE) detection, and the MMSE Successive Interference Cancellation. The detection algorithms also support different antenna configurations and modulation schemes. The rASIP is based on a Coarse-Grained Reconfigurable Architecture (CGRA), which is designed for efficient architectural support of matrix operations. A matrix inversion algorithm, which is used for the preprocessing of different detection algorithms, is mapped on the CGRA. By integrating a processor with the CGRA, the variations in the control path of different algorithm configurations can be handled efficiently. To the best of our knowledge, we show, for the first time that, a CGRA-based multi-mode MIMO detection is extremely efficient and matches the performance of dedicated ASIC implementation.
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