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Systolic architecture for adaptive block FIR filter for throughput using distributed arithmetic

机译:用于使用分布式算术的吞吐量的自适应块FIR滤波器的收缩系结构

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In this paper, the design of distributed arithmetic (DA) finite impulse response (FIR) filter using block least mean square algorithm (BLMS) based on systolic array architecture with parallel data processing units is presented. A high level of parallelism is observed in the proposed work, improving the efficiency of variable coefficient FIR structure. The parallel look-up tables (LUT) in combination with the shift accumulator emulate multiply and accumulate operations. In order to reduce the number of clock cycles, B parallel LUTs are used, where B is the coefficient size. The block processing in BLMS Adaptive FIR Filter of block length L gives L times high throughput. This structure accepts block of input samples and generates block of output in each clock cycle. It requires less number of registers for computing filter output response and weight increment vector as memory reuse concept is used for implementing registers. This structure doesn't require multiplexer. The designed DA based FIR filter is implemented on FPGA. The implementation results shows that the manuscript presents a high speed and low power architecture. The proposed structure provides 17.3 times less power and 9.5 times increase in throughput when compared to existing designs.
机译:本文介绍了使用基于具有并行数据处理单元的收缩阵列架构的块最小均方算法(BLMS)的分布式算术(DA)有限脉冲响应(FIR)滤波器的设计。在所提出的工作中观察到高水平的并行性,提高可变系数冷杉结构的效率。并行查找表(LUT)与换档累加器组合模拟乘法和累积操作。为了减少时钟周期的数量,使用B并行LUT,其中B是系数尺寸。块长度L的BLMS自适应FIR滤波器中的块处理提供了高吞吐量。该结构接受输入样本块,并在每个时钟周期中生成输出块。它需要少量寄存器用于计算滤波器输出响应和重量增量向量作为内存重用概念用于实现寄存器。该结构不需要多路复用器。基于DA的FIR滤波器在FPGA上实现。实施结果表明,稿件提出了高速和低功率架构。与现有设计相比,所提出的结构提供了17.3倍的功率和9.5倍的吞吐量。

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