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Systolic implementation of fixed-point state-space digital filter

机译:定点状态空间数字滤波器的脉动实现

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An efficient (in the area*time sense) systolic implementation for Nth-order state-space IIR digital filters is presented. The number of processor elements involved in the implementation is linear with respect to the filter order. All double-precision operations are localised inside the processor units and efficiently executed using novel high-speed inner-product processors. The paths between the processor elements carry single-precision data which results in reducing the communication overhead. These features combine to improve area*time performance measure without any increase in the output roundoff noise. The proposed architecture renders the state-space structures of IIR digital filter more amendable to hardware implementations. A comparison in terms of computation delay and hardware area between the suggested architecture and non-systolic parallel architecture is presented. This comparison shows that the proposed implementation provides a better performance in the area*time sense over the fully parallel architecture.
机译:提出了一种用于N阶状态空间IIR数字滤波器的有效(在时间上*在时间上)的收缩实现方式。实现中涉及的处理器元素的数量相对于过滤器顺序是线性的。所有双精度运算都位于处理器单元内部,并使用新颖的高速内积处理器有效执行。处理器元件之间的路径携带单精度数据,从而减少了通信开销。这些功能结合起来可以改善面积*时间性能指标,而不会增加输出舍入噪声。所提出的架构使IIR数字滤波器的状态空间结构更适合于硬件实现。提出了在建议的体系结构和非收缩并行体系结构之间在计算延迟和硬件面积方面的比较。这种比较表明,与完全并行的体系结构相比,所提出的实现方案在时域方面提供了更好的性能。

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