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快速V-BLAST排序检测算法的分析和FPGA实现

nalysis and FPGA Implementation of Fast Ordering Detection Algorithm for V-BLAST System

中文摘要英文摘要

本文首先介绍了一种基于QR分解的快速V-BLAST排序检测算法。该算法通过一种新的排序方案避免了传统Golden ZF-SIC所必需的迭代求伪逆过程,并且能够在降低复杂度的同时实现与传统Golden ZF-SIC算法相同的性能。本文对该算法的逻辑实现提供一种有效地,节省资源的FPGA架构,包括逻辑实现流程,流水线设计,定点化。同时为了提高除法器的性能,本文还提出一种新型的除法器设计,“多查找表方案”。最终将给出MATLAB仿真来验证该设计方案。该方案实现于作者所在研究小组开发的峰值速率达1Gbps的无线传输演示系统中。

his paper firstly presents a fast ordering detection algorithm for V-BLAST System based on QR Decomposition which is applied into 1Gbps wireless transmission demonstration system developed by our research team. This algorithm avoids the iteration for pseudo inverse in traditional Golden ZF-SIC by a new sorting scheme, and achieves lower complexity of MIMO detection under the same performance as traditional Golden ZF-SIC. In the paper, an effective and resource-saving FPGA architecture for this algorithm is proposed, including logic implementation, pipeline design, and fixed point programming. A novel method of LUT division design, “Multi-LUTs” strategy, is proposed to increase the performance of LUT divider. At last an MATLAB simulation is presented to validate the hardware design, which achieves fixed and high throughput (1Gbps as peak rate) in real-time system.

沈楠

微电子学、集成电路通信无线通信

QR分解MIMOV-BLASTFPGA

QR DecompositionMIMOV-BLASTFPGA

沈楠.快速V-BLAST排序检测算法的分析和FPGA实现[EB/OL].(2009-12-04)[2025-08-02].http://www.paper.edu.cn/releasepaper/content/200912-146.点此复制

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