English

Type-IV DCT, DST, and MDCT algorithms with reduced numbers of arithmetic operations

Data Structures and Algorithms 2009-01-29 v2 Numerical Analysis

Abstract

We present algorithms for the type-IV discrete cosine transform (DCT-IV) and discrete sine transform (DST-IV), as well as for the modified discrete cosine transform (MDCT) and its inverse, that achieve a lower count of real multiplications and additions than previously published algorithms, without sacrificing numerical accuracy. Asymptotically, the operation count is reduced from ~2NlogN to ~(17/9)NlogN for a power-of-two transform size N, and the exact count is strictly lowered for all N > 4. These results are derived by considering the DCT to be a special case of a DFT of length 8N, with certain symmetries, and then pruning redundant operations from a recent improved fast Fourier transform algorithm (based on a recursive rescaling of the conjugate-pair split radix algorithm). The improved algorithms for DST-IV and MDCT follow immediately from the improved count for the DCT-IV.

Keywords

Cite

@article{arxiv.0708.4399,
  title  = {Type-IV DCT, DST, and MDCT algorithms with reduced numbers of arithmetic operations},
  author = {Xuancheng Shao and Steven G. Johnson},
  journal= {arXiv preprint arXiv:0708.4399},
  year   = {2009}
}

Comments

11 pages

R2 v1 2026-06-21T09:12:50.003Z