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Integer discrete Fourier transform and its extension to integer trigonometric transforms

机译:整数离散傅里叶变换及其对整数三角变换的扩展

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DFT has good quality of performance and fast algorithms. But when we implement the DFT, we require the floating-point multiplication. In this paper, we introduce the integer Fourier transform (ITFT). ITFT is approximated to the DFT, but all the entries in the transform matrix are integer numbers. So it only requires fixed-point multiplication, and the implementation can be much simplified, especially for VLSI. This new transform will work similarly to the original DFT, for example, the transform results are similar and the shifting-invariant property is also preserved for ITFT. We also introduce the general method to derive the integer transform. By this approach, we can derive many types of integer transforms (such as integer cosine, sine, and Hartley transforms).
机译:DFT具有良好的性能质量和快速的算法。但是,当我们实现DFT时,我们需要浮点乘法。在本文中,我们介绍了整数傅里叶变换(ITFT)。 ITFT近似于DFT,但是变换矩阵中的所有条目都是整数。因此,它仅需要定点乘法,并且可以大大简化实现,尤其是对于VLSI。此新变换将与原始DFT相似地工作,例如,变换结果相似,并且还为ITFT保留了移不变属性。我们还介绍了导出整数变换的一般方法。通过这种方法,我们可以派生许多类型的整数变换(例如整数余弦,正弦和Hartley变换)。

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