DFT is the numerical implementation of Fourier transform (FT), and it has many forms. Ordinary DFT (ODFT) and symmetric DFT (SDFT) are the two main forms of DFT. The most widely used DFT is ODFT, and the phase spectrum of this form is widely used in engineering applications. However, it is found ODFT has the problem of phase aliasing. Moreover, ODFT does not have many FT properties, such as symmetry, integration, and interpolation. When compared with ODFT, SDFT has more FT properties. Theoretically, the more properties a transformation has, the wider its application range. Hence, SDFT is more suitable as the discrete form of FT. In order to promote SDFT, the unique nature of SDFT is demonstrated. The time-domain of even-point SDFT is not symmetric to zero, and the author corrects it in this study. The author raises a new issue that should the signal length be odd or even when performing SDFT. The answer is odd. However, scientists and engineers are accustomed to using even-numbered sequences. At the end of this study, the reasons why the author advocates odd SDFT are given. Besides, even sampling function, discrete frequency Fourier transform, and the Gibbs phenomenon of the SDFT are introduced.
翻译:普通 DFT (ODFT) 和对称 DFT (SDFT) 是 DFT 的两大主要形式。 因此, SDFT 更适合作为FT的离散形式。 为了促进SDFT, SDFT的独特性质得到了证明。 双点SDFT的时间范围不是对称为零,作者在本研究中纠正了它。作者提出了一个新的问题,如果信号长度是奇数,甚至执行SDFT时,SDF具有更多的FT属性。 答案是奇怪的。 然而,科学家和工程师们都习惯了FTF的离散频率。