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Roundoff noise reduction in IIR digital filters via parallel decomposition

机译:通过并行分解降低IIR数字滤波器的舍入噪声

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The authors investigate the roundoff noise for infinite-impulse-response (IIR) digital filters realized in some canonical forms. The minimum roundoff noise realization of this class is achieved by letting the finite-impulse-response (FIR) coefficients be identical to the corresponding partial impulse response of the desired filter. When the order of the numerator of the transfer function of the desired filter is greater than or equal to that of the denominator, there is an optimal decomposition which is shown to reduce the roundoff noise without adding additional multipliers or adders. The proposed structure is applied to parallel and cascade forms, with real as well as complex arithmetic and shown to result in lower roundoff noise. By increasing the order of the FIR filter, the optimal synthesis becomes a noise reduction scheme at the cost of additional computational complexity.
机译:作者研究了以某些规范形式实现的无限脉冲响应(IIR)数字滤波器的舍入噪声。通过使有限脉冲响应(FIR)系数等于所需滤波器的相应部分脉冲响应,可以实现此类的最小舍入噪声。当所需滤波器的传递函数的分子的阶数大于或等于分母的阶数时,将显示出一种最佳分解方法,可以降低舍入噪声,而无需增加额外的乘法器或加法器。所提出的结构适用于并行和级联形式,并具有实数运算和复数运算,并且显示出较低的舍入噪声。通过增加FIR滤波器的阶数,最佳合成成为降低噪声的方案,但会增加计算复杂度。

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