基于算法编译器的稀疏信道估计迭代时域算法FPGA实现

A. Bishnu, V. Bhatia
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引用次数: 0

摘要

在本文中,我们提出了一种基于算法编译器的现场可编程门阵列(FPGA)实现IEEE 802.22标准的迭代时域稀疏信道估计算法。该算法在美国国家仪器公司(NI)通用软件无线电外设2952R工作频率为20 MHz的Xilinx Kintex-7 410T FPGA上通过高吞吐量数学函数实现。NI LabVIEW通信系统设计套件中的算法编译器将整个算法的高级描述转换为非常高速的集成电路硬件描述语言。还提供了FPGA资源如切片、查找表等的实际使用情况。此外,我们比较了从MATLAB和FPGA实现中获得的不同调制技术所考虑的算法的误码率性能。
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Algorithmic Compiler based FPGA Implementation of Iterative Time-Domain Algorithm for Sparse Channel Estimation
In this paper, we present an algorithmic compiler based field-programmable gate array (FPGA) implementation of iterative time domain sparse channel estimation algorithm for IEEE 802.22 standard. The algorithm is implemented on Xilinx Kintex-7 410T FPGA in the National Instrument’s (NI) Universal Software Radio Peripheral 2952R operating at 20 MHz by using high throughput math functions. The algorithmic compiler in the NI LabVIEW Communication System Design Suite converts the high-level description of entire algorithm to very high speed integrated circuit hardware description language. Actual usage of FPGA’s resource such as slices, lookup tables and others are also provided. Additionally, we compare the bit error rate performance of the considered algorithm for different modulation techniques obtained from MATLAB and FPGA implementations.
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