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A novel adaptive filter implementation scheme using distributed arithmetic

机译:一种采用分布式算法的新型自适应滤波器实现方案

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Distributed arithmetic (DA) is performed to design bit-level architectures for vector-vector multiplication with a direct application for the implementation of convolution, which is necessary for digital filters. In this work, a DA based FIR adaptive filter implementation scheme is proposed. Different from existing DA schemes, our proposed scheme uses coefficients as addresses to access a series of look-up tables (LUTs) storing sums of delayed and scaled input samples. With least mean square (LMS) adaptation, offset-binary coding (OBC) based LUT updating method is presented as well. Results show that our high performance design achieves high-speed, low computation complexity, and low area cost.
机译:执行分布式算术(DA)来设计用于矢量向量乘法的位级体系结构,并直接应用卷积的实现,这对于数字滤波器是必不可少的。在这项工作中,提出了一种基于DA的FIR自适应滤波器实现方案。与现有的DA方案不同,我们提出的方案使用系数作为地址来访问一系列查找表(LUT),这些表存储延迟和按比例缩放的输入样本的总和。借助最小均方(LMS)自适应,还提出了基于偏移二进制编码(OBC)的LUT更新方法。结果表明,我们的高性能设计实现了高速,低计算复杂度和低面积成本。

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