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A new fast algorithm for computing prime-length DCT through cyclic convolutions

机译:通过循环卷积计算素数长度DCT的新快速算法

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This paper proposes a new algorithm for the computation of discrete cosine transform (DCT) with an odd prime length using cyclic or skew cyclic convolutions. The algorithm separates DCT coefficients into three parts: DC, even-indexed and odd-indexed DCT coefficients. Making use of the member theory, a new index-mapping operation is defined. By means of the index-mapping operation, the even-indexed part is converted to a cyclic convolution, and the odd-indexed part is converted to a cyclic or skew cyclic convolution depending upon its length. Some efficient and fast cyclic convolution algorithms can now be applied to this approach. The resultant formulation has low computational complexity, simple and regular structure as compared to the related approaches in the literate.
机译:本文提出了一种新的算法,用于使用循环或偏斜循环卷积计算具有奇数素数长度的离散余弦变换(DCT)。该算法将DCT系数分为三部分:DC,偶数索引和奇数索引DCT系数。利用成员理论,定义了新的索引映射操作。通过索引映射操作,偶数索引部分将转换为循环卷积,奇数索引部分将根据其长度转换为循环或偏斜循环卷积。一些有效且快速的循环卷积算法现在可以应用于此方法。与文中的相关方法相比,所得公式具有较低的计算复杂度,简单且规则的结构。

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