一种新的MDCT/IMDCT计算内核设计

Y. Hwang, Shin-Chi Lai
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引用次数: 12

摘要

本文提出了一种新的MDCT/IMDCT算法及其硬件设计。在算法推导中,首先将MDCT/IMDCT计算转换为由一半大小的DCT-IV核和投影矩阵组成的矩阵乘法形式。然后通过快速的DCT-II计算方案实现DCT-IV内核。由于MDCT和IMDCT算法使用相同的DCT内核,因此可以为两种计算使用使用同一组旋转因子的统一架构。在此基础上,提出了一种新的设计映射,重点是降低硬件和内存访问的复杂性。通过对计算和内存访问方案的仔细调度,只需要单端口内存模块来代替昂贵的双端口内存。性能分析表明,在相同的硬件资源分配情况下,所提出的设计在内存存储大小、计算延迟和定点实现误差方面优于其他MDCT/IMDCT设计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A novel MDCT/IMDCT computing kernel design
This paper presents a novel MDCT/IMDCT algorithm and its hardware design. In algorithm derivation, the MDCT/IMDCT computation is first converted into a form of matrix multiplication consisting of a half size DCT-IV kernel and a projection matrix. The DCT-IV kernel is then realized by a fast DCT-II computing scheme. Since MDCT and IMDCT algorithms use the same DCT kernel, a unified architecture using the same set of twiddle factors can be employed for both computations. Based on the proposed algorithm, a novel design mapping is developed with emphasis on the reduction of hardware and memory access complexities. By careful scheduling in computation and memory access schemes, only single port memory modules are needed in lieu of expensive dual port memories. Performance analyses reveal that, given the comparable hardware resource allocation, the proposed design can outperform other MDCT/IMDCT designs in terms of memory storage size, computing latency and fixed point implementation error.
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