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FPGA implementation of floating-point complex matrix inversion based on GAUSS-JORDAN elimination

机译:基于GAUSS-JORDAN消除的浮点复数矩阵求逆的FPGA实现

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This work presents the architecture of an optimized complex matrix inversion using GAUSS-JORDAN elimination (GJ-elimination) on FPGA with single precision floating-point representation to be used in MIMO-OFDM receiver. This module consists of single precision floating point arithmetic components and control unit which perform the GJ-elimination algorithm. The proposed architecture performs the GJ-elimination for complex matrix element by element. Only critical arithmetic operations are calculated to get the needed values without performing all the arithmetic operations of the GJ-elimination algorithm. This results in a reduced hardware resources and execution time.
机译:这项工作提出了一种在FPGA上使用GAUSS-JORDAN消除(GJ消除)的优化复杂矩阵求逆结构,该结构具有单精度浮点表示,可用于MIMO-OFDM接收机。该模块由执行GJ消除算法的单精度浮点算术组件和控制单元组成。所提出的架构逐个元素执行GJ消除复杂矩阵。仅计算关键的算术运算以获得所需的值,而不执行GJ消除算法的所有算术运算。这导致减少的硬件资源和执行时间。

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