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Energy Efficient Group-Sort QRD Processor with On-line Update for MIMO Channel Pre-processing

机译:具有在线更新的节能组排序QRD处理器,用于mImO信道预处理

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摘要

This paper presents a Sorted QR-Decomposition (SQRD) processor for 3GPP LTE-A system. It achieves energy efficiency by co-optimizing techniques, such as heterogeneous processing, reconfigurable architecture, and dual-supply voltage operation. At algorithm level, a low-complexity hybrid decomposition scheme is adopted, which switches, depending on the energy distribution of spatial channels, between the traditional brute-force SQRD and a proposed group-sort QR update strategy. A reconfigurable vector processor is accordingly developed to support the adaptive processing with high hardware efficiency. Furthermore, on-chip power management technique is also integrated to obtain real-time power-saving by adapting the voltage supply based on the instantaneous workload. As a proof-of-concept, we implemented the processor using a 65nm CMOS technology and conducted post-layout simulation. The proposed SQRD processor occupies 0.71mm2 core area and has a throughput of up to 69MQRD/s. Compared to the brute-force approach, an energy reduction of 10~61.8% is achieved.
机译:本文提出了一种用于3GPP LTE-A系统的排序QR分解(SQRD)处理器。它通过共同优化技术(例如异构处理,可重构架构和双电源电压操作)来实现能源效率。在算法级别,采用了一种低复杂度的混合分解方案,该方案根据空间通道的能量分布,在传统的蛮力SQRD和提议的组排序QR更新策略之间进行切换。因此,开发了可重构矢量处理器以支持具有高硬件效率的自适应处理。此外,还集成了片上电源管理技术,可根据瞬时工作负载调整电压,以实现实时节能。作为概念验证,我们使用65nm CMOS技术实现了该处理器,并进行了布局后仿真。拟议中的SQRD处理器占用0.71mm2的核心区域,吞吐量高达69MQRD / s。与强力方法相比,可减少10〜61.8%的能源。

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