生物医学信号处理中自适应FIR滤波器的设计

G. Sahaana
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引用次数: 0

摘要

新兴的DSP系统技术要求高性能,以提供最佳的性能。此外,自适应滤波在各种数字信号处理算法的实现中起着关键作用,它可以改变它们的特性以达到期望的输出。这些设计的VLSI实现有效地用于滤波和通信。本课题提出了有限脉冲响应(FIR)自适应滤波器的设计,采用分布式算法(DA)电路来提高滤波器的性能。数据处理电路明确地减少了部分乘积产生的数量。即对现有的设计进行修改,以减少延迟和硬件要求。改进后的滤波器减少了加法器和乘法器的数量,有效地提高了计算速度。分析比较了8、16、32和64抽头的VLSI设计。本设计采用Altera Quartus II软件,采用stratix II家族和EP2C70F896C6器件实现,并报告了设计结果。结果表明,采用分布式运算电路设计的滤波器与传统方法相比具有良好的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design of Adaptive FIR filter for Biomedical Signal Processing Applications
Emerging technologies in DSP systems require high performance in order to provide optimal performance. In addition, Adaptive Filtering plays a key role in the implementation of a variety of digital signal processing algorithms and it can change their characteristics to achieve desired output. VLSI implementations of these designs are efficiently used for filtering and communication. This project proposes design of Finite Impulse Response (FIR) Adaptive Filter which employs distributed arithmetic (DA) circuits for availing improvement in performance. DA circuits explicitly reduces the number of partial product generation. That is existing Design is modified to reduce the delay and hardware requirements. In modified filter, the number of adders and multipliers are reduced which effectively enhances the speed of computation. The VLSI design for 8, 16, 32 and 64 taps are analyzed and compared. These designs are implemented using Altera Quartus II software with family stratix II and device EP2C70F896C6 and the results are reported. The results shows that the Filter design using distributed arithmetic circuits offers good performance when compared with Conventional method.
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