基于最小奇异值阈值的MIMO系统高效高吞吐量球体解码器的FPGA实现

Xiang Wu, J. Thompson
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引用次数: 4

摘要

本文提出了一种适用于多输入多输出(MIMO)系统的基于阈值的球面解码器(TSD)。根据瞬时信道条件,提出的TSD在逐帧的基础上将信道矩阵的最小奇异值与预定义阈值进行比较,并在树遍历的完全展开(FE)和部分展开(PE)之间切换,以加快检测过程。TSD已经在FPGA平台上实现并验证,结果表明所提出的解码器非常适合于高度并行和全流水线的硬件实现。该算法在原有的固定复杂度球体解码器(FSD)的基础上提供了相当大的吞吐量改进,而只略微增加了资源使用。
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FPGA implementation of an efficient high-throughput sphere decoder for MIMO systems based on the smallest singular value threshold
In this paper, we present an efficient high-throughput threshold based sphere decoder (TSD) for multiple-input multiple-output (MIMO) systems. Depending on the instantaneous channel conditions, the proposed TSD compares the smallest singular value of the channel matrix with a predefined threshold on a frame-by-frame basis and switches between full expansion (FE) and partial expansion (PE) for the tree traversal to accelerate the detection procedure. The TSD has been implemented and validated on an FPGA platform and results indicate that the proposed decoder is very suitable for a highly-parallel and fully-pipelined hardware implementation. The proposed algorithm offers considerable throughput improvement over the original fixed-complexity sphere decoder (FSD) with only slightly increased resource use.
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