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Trellis-Search Based Soft-Input Soft-Output MIMO Detector: Algorithm and VLSI Architecture

机译:基于网格搜索的软输入软输出MIMO检测器:算法和VLSI架构

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摘要

In this paper, we propose a trellis-search based soft-input soft-output detection algorithm and its very large scale integration (VLSI) architecture for iterative multiple-input multiple-output (MIMO) receivers. We construct a trellis diagram to represent the search space of a transmitted MIMO signal. Withthe trellis model, we evenly distribute the workload of candidates searching among multiple trellis nodes for parallel processing. The search complexity is significantly reduced because the number of candidates is greatly limited at each trellis node. By leveraging the trellis structure, we develop an approximate Log-MAP algorithm by using a small list of largest exponential terms to compute the LLR (log-likelihood ratio) values. The trellis-search baseddetector has a fixed-complexity and is very suitable for parallel VLSI implementation. As a case study, we have designed and synthesized a trellis-search based soft-input soft-output MIMO detector for a 4 4 16-QAM system using a 1.08 V TSMC 65 nm technology. The detector can achieve a maximum throughput of1.7 Gb/s with a core area of 1.58 mm.
机译:在本文中,我们为迭代多输入多输出(MIMO)接收机提出了一种基于网格搜索的软输入软输出检测算法及其超大规模集成(VLSI)架构。我们构造一个网格图来表示传输的MIMO信号的搜索空间。使用网格模型,我们在多个网格节点之间平均分配候选搜索的工作量以进行并行处理。由于在每个网格节点处的候选者数量受到极大限制,因此搜索复杂性大大降低了。通过利用网格结构,我们通过使用一小列最大指数项来计算LLR(对数似然比)值来开发近似Log-MAP算法。基于网格搜索的检测器具有固定的复杂度,非常适合并行VLSI实现。作为案例研究,我们使用1.08 V TSMC 65 nm技术为4 4 16-QAM系统设计并合成了基于网格搜索的软输入软输出MIMO检测器。该检测器可在核心面积为1.58 mm的情况下实现最大1.7 Gb / s的吞吐量。

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