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Area-efficient high-throughput sorted QR decomposition-based MIMO detector on FPGA

机译:FPGA上基于面积高效的高吞吐量分类QR分解MIMO检测器

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摘要

This paper aimed to improve MIMO detector's performance in both throughput and cost. Thus, it presents a FPGA architecture implementation for the SQRD detection in a 4 × 4 16-QAM MIMO wireless communication systems. The exploitation of fine-grained parallelism and coarse-grained parallelism strategies are responsible for bettering the performance of the implementation. Besides, this paper proposes a method to ensure the correctness of the implementation of time-sharing modules, which is general and applicable to any MIMO detector implementation. The work results in a real-time FPGA-based implementation delivering 32 MSQRD/s with 5.2 us latency and lowering more than 50% cost in hardware resources on a Xilinx Virtex6.
机译:本文旨在提高吞吐量和成本方面的MIMO检测器性能。因此,它提出了一种用于4×4 16-QAM MIMO无线通信系统中SQRD检测的FPGA架构实现。细粒度并行性和粗粒度并行性策略的使用负责改善实现的性能。此外,本文提出了一种确保分时模块实现正确性的方法,该方法是通用的,适用于任何MIMO检测器的实现。这项工作导致了基于FPGA的实时实现,在Xilinx Virtex6上提供了32 MSQRD / s和5.2 us的延迟,并降低了50%以上的硬件资源成本。

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