利用数字滤波对模拟信号进行实时积分和微分

R. Pintelon, J. Schoukens
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引用次数: 70

摘要

利用传递函数的极大似然估计计算了数字无限脉冲响应积分器和微分器的性能,并将其与有限脉冲响应积分器和经典数值积分微分器的性能进行了比较。提出了一种在复域(振幅和相位约束)下生成稳定的降阶IIR滤波器的原始设计方法。与一般观点不同的是,可以设计出具有任意小幅度和相位误差的易于实现的IIR积分器和微分器。尽管对于IIR积分器没有FIR替代方案,但FIR和IIR方法都为微分器提供了具有竞争力的结果。结果表明,由于纯延迟滤波器的设计,当需要原始波形及其一个(或多个)(高阶)导数和(或)积分时,可以使用分数阶延迟积分器和微分器
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Real-time integration and differentiation of analog signals by means of digital filtering
The performance of digital infinite impulse response (IIR) integrators and differentiators, calculated by means of a maximum likelihood estimator for transfer functions, is compared with that of their finite impulse response (FIR) counterparts and that of classical numerical integration and differentiation. An original design method that generates stable and reduced-order IIR filters in the complex domain (amplitude as well as phase constraints) is presented. In contrast to common opinion, it is shown that it is possible to design easy realizable IIR integrators and differentiators with an arbitrary small amplitude and phase error. Although there is no FIR alternative for IIR integrators, both FIR and IIR methods give competitive results for differentiators. It is shown that, owing to the design of pure delay filters, the (optimal) fractional delay integrators and differentiators can be used in case the original waveform and one (or more) of its (higher order) derivatives and (or) integrals are required.<>
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