自适应频域Volterra滤波的并行结构

M. A. Shcherbakov
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引用次数: 1

摘要

利用核在频域的对称特性,提出了一种自适应非线性Volterra滤波器的并行串行实现方法。该实现是基于核定义在低阶域的m阶频域的连续生成。提出了一种使用相同处理器元件的特定阵列的频域自适应滤波器的有效实现结构。高度的模块化和规则性确保了所提出的架构适合使用VLSI技术进行快速实现。
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A parallel architecture for adaptive frequency-domain Volterra filtering
A parallel-serial implementation for an adaptive nonlinear Volterra filter, which exploits the symmetric properties of kernels in the frequency domain, is presented. The realization is based on the successive generation of the m-th order frequency domain of the kernel definition in terms of lower order domains. An efficient implementation structure of the frequency-domain adaptive filters is presented using a specific array of identical processor elements. A great degree of modularity and regularity ensures suitability of the proposed architecture for fast implementation using VLSI technologies.
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