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On fast FIR filters implemented as tail-canceling IIR filters

机译:在实现为尾消除IIR滤波器的快速FIR滤波器上

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We have developed an algorithm based on synthetic division for deriving the transfer function that cancels the tail of a given arbitrary rational (IIR) transfer function after a desired number of time steps. Our method applies to transfer functions with repeated poles, whereas previous methods of tail-subtraction cannot. We use a parallel state-variable technique with periodic refreshing to induce finite memory in order to prevent accumulation of quantization error in cases where the given transfer function has unstable modes. We present two methods for designing linear-phase truncated IIR (TIIR) filters based on antiphase filters. We explore finite-register effects for unstable modes and provide bounds on the maximum TIIR filter length. In particular, we show that for unstable systems, the available dynamic range of the registers must be three times that of the data. Considerable computational savings over conventional FIR filters are attainable for a given specification of linear-phase filter. We provide examples of filter design. We show how to generate finite-length polynomial impulse responses using TIIR filters. We list some applications of TIIR filters, including uses in digital audio and an algorithm for efficiently implementing Kay's optimal high-resolution frequency estimator.
机译:我们已经开发了一种基于合成除法的算法,用于推导传递函数,该传递函数可以在所需数量的时间步长后消除给定任意有理(IIR)传递函数的尾部。我们的方法适用于具有重复极点的传递函数,而以前的减尾法则不能。为了防止量化误差在给定传递函数具有不稳定模式的情况下累积,我们使用具有周期性刷新的并行状态变量技术来诱导有限存储。我们提出了两种基于反相滤波器设计线性相位截断IIR(TIIR)滤波器的方法。我们探索了不稳定模式的有限寄存器效应,并为最大TIIR滤波器长度提供了界限。特别是,我们表明,对于不稳定的系统,寄存器的可用动态范围必须是数据的三倍。对于给定的线性相位滤波器规格,与传统的FIR滤波器相比,可节省大量计算量。我们提供了过滤器设计的示例。我们展示了如何使用TIIR滤波器生成有限长多项式脉冲响应。我们列出了TIIR滤波器的一些应用,包括在数字音频中的使用以及可有效实现Kay最佳高分辨率频率估计器的算法。

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