一种新型的高性能低功耗数字滤波器设计方法

K. Muhammad, K. Roy
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引用次数: 8

摘要

提出了新颖的设计方法,可用于显著降低并行实现数字FIR滤波器的复杂性。这些方法也适用于IIR过滤器。提出了两种观点。首先,我们利用图论框架来消除冗余计算,在图论框架中我们找到了最优的计算重排序以实现最大的计算共享。其次,在允许频域传递函数在给定范围内偏离的情况下,提出了一种新的量化搜索方法,提高了计算共享性。提出了一种简单的搜索方案,并表明,通过对滤波器系数进行适当的扰动,可以显着减少滤波器实现中所需的加法器数量。使用这些方法,与全宽乘法器相比,平均每个系数需要不到一个加法器。因此,所提出的方法是对现有的高性能和低功耗数字滤波器设计方法的有益补充,用于未来的移动计算和通信系统。
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A novel design methodology for high performance and low power digital filters
Presents novel design methodologies which can be used to dramatically reduce the complexity of parallel implementations of digital FIR filters. These approaches are also applicable to IIR filters. Two ideas are presented. First, we remove the redundant computation by using a graph-theoretic framework in which we find the optimal re-ordering of computations for maximal computation sharing. Second, we present the novel approach of searching for a quantization which improves the computation sharing when the frequency-domain transfer function is allowed to deviate within given bounds. A simple search scheme is presented and it is shown that, by appropriate perturbation of the filter coefficients, one can dramatically reduce the number of adders required in the filter implementation. Using these approaches, on an average, less than one adder per coefficient is required, in contrast to a full-width multiplier. Hence, the presented methodologies are a useful compliment to the existing design approaches of high-performance and low-power digital filters for future mobile computing and communication systems.
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