{"title":"On the Impulse Response of Singular Discrete LTI Systems and Three Fourier Transform Pairs","authors":"Qihou Zhou","doi":"10.3390/signals5030023","DOIUrl":null,"url":null,"abstract":"A basic tenet of linear invariant systems is that they are sufficiently described by either the impulse response function or the frequency transfer function. This implies that we can always obtain one from the other. However, when the transfer function contains uncanceled poles, the impulse function cannot be obtained by the standard inverse Fourier transform method. Specifically, when the input consists of a uniform train of pulses and the output sequence has a finite duration, the transfer function contains multiple poles on the unit cycle. We show how the impulse function can be obtained from the frequency transfer function for such marginally stable systems. We discuss three interesting discrete Fourier transform pairs that are used in demonstrating the equivalence of the impulse response and transfer functions for such systems. The Fourier transform pairs can be used to yield various trigonometric sums involving sinπk/NsinπLk/N, where k is the integer summing variable and N is a multiple of integer L.","PeriodicalId":93815,"journal":{"name":"Signals","volume":"55 10","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Signals","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3390/signals5030023","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
A basic tenet of linear invariant systems is that they are sufficiently described by either the impulse response function or the frequency transfer function. This implies that we can always obtain one from the other. However, when the transfer function contains uncanceled poles, the impulse function cannot be obtained by the standard inverse Fourier transform method. Specifically, when the input consists of a uniform train of pulses and the output sequence has a finite duration, the transfer function contains multiple poles on the unit cycle. We show how the impulse function can be obtained from the frequency transfer function for such marginally stable systems. We discuss three interesting discrete Fourier transform pairs that are used in demonstrating the equivalence of the impulse response and transfer functions for such systems. The Fourier transform pairs can be used to yield various trigonometric sums involving sinπk/NsinπLk/N, where k is the integer summing variable and N is a multiple of integer L.
线性不变系统的一个基本原则是,它们可以用脉冲响应函数或频率传递函数来充分描述。这意味着我们总能从其中一个得到另一个。然而,当传递函数包含未消除的极点时,就无法通过标准的反傅里叶变换方法获得脉冲函数。具体来说,当输入由一列均匀的脉冲组成,而输出序列具有有限的持续时间时,传递函数就会在单位周期内包含多个极点。我们展示了如何从频率传递函数中获得这类边际稳定系统的脉冲函数。我们讨论了三个有趣的离散傅里叶变换对,用于证明此类系统的脉冲响应和传递函数的等价性。傅立叶变换对可用于求出涉及 sinπk/NsinπLk/N 的各种三角和,其中 k 为整数求和变量,N 为整数 L 的倍数。