在基于OFDM的认知无线电系统中实现分基FFT剪枝以降低计算复杂度

SungHa Jung, M. Lim, Yi-hu Xu, Dae Hyun Jo
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引用次数: 0

摘要

在基于OFDM的认知无线电中,零值输入/输出多于非零输入/输出,有必要设计一种高效的IFFT/FFT算法,以降低由于带有旋转因子的蝴蝶结构中的乘法而导致的计算复杂度。变换分解比FFT剪枝方法更适合于基于OFDM的认知无线电,因为在零输入/输出不规则位置的HW设计是可行的,尽管其计算量比普通FFT剪枝方法要大。然而,在基于OFDM的认知无线电中,引入对剪枝矩阵选择规则设计的与非零输出相对应的乘法分支的有效控制电路,可以提出分基FFT剪枝算法,以进一步降低计算复杂度。通过对分基FFT剪枝算法与其他算法的计算复杂度进行分析和比较,表明该方法比其他传统算法效率更高。基于上述设计思路,利用三星STD150E库实现了64点分基FFT剪枝的ASIC芯片。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Implementation of split-radix FFT pruning for the reduction of computational complexity in OFDM based cognitive radio system
It is necessary to devise the efficient IFFT/FFT algorithm which can reduce computational complexity due to multiplication in the butterfly structure with twiddle factors in the OFDM based Cognitive Radio, where zero valued inputs/outputs outnumber nonzero inputs/outputs. Transformed Decomposition is considered as more suitable candidate than FFT pruning method for OFDM based Cognitive Radio due to the feasibility of HW design about irregular position of zero inputs/outputs in spite of more computation complexity than normal FFT pruning. However, with the introduction of the efficient control circuit for the pruning matrix which selects the multiplication branch with regular design corresponding to nonzero outputs in OFDM based cognitive radio, the split-radix FFT pruning algorithm can be proposed for getting more reduction of computational complexity. Through analyzing and comparing the computation complexity of the split-radix FFT pruning algorithm with other algorithms, it is shown that the proposed method is more efficient than other conventional algorithms. Based on the above mentioned design idea, the ASIC chip with 64-point split-radix FFT pruning was implemented using Samsung STD150E library.
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