DCT algorithms for composite sequence lengths

This paper presents fast algorithms for the type-II and -III discrete cosine transforms of composite sequence length. In particular, a radix-q algorithm, where q is an odd integer, is derived for uniform or mixed radix decomposition of the discrete cosine transform. By combining the radix-q and radix-2 algorithms, a general decomposition method for any composite length is developed. Reduction of computational complexity can be achieved for many sequence lengths compared with that needed by the well-known radix-2 algorithm. Furthermore, both the proposed and Chan and Siu's (1993) mixed radix algorithms achieve the same computational complexity for N=3*2/sup p/ and 9*2/sup P/. However, our algorithm uses a simpler decomposition approach and provides a wider range of choices of sequence lengths.

[1]  Ephraim Feig,et al.  Scaled DCT's on input sizes that are composite , 1995, IEEE Trans. Signal Process..

[2]  Zinan Wang Interpolation using the discrete cosine transform : reconsideration , 1993 .

[3]  Stephen A. Martucci,et al.  Symmetric convolution and the discrete sine and cosine transforms , 1993, IEEE Trans. Signal Process..

[4]  M. Vetterli,et al.  Simple FFT and DCT algorithms with reduced number of operations , 1984 .

[5]  P. Yang,et al.  Prime factor decomposition of the discrete cosine transform and its hardware realization , 1985, ICASSP '85. IEEE International Conference on Acoustics, Speech, and Signal Processing.

[6]  Daniel Pak-Kong Lun On efficient software realization of the prime factor discrete cosine transform , 1994, Proceedings of ICASSP '94. IEEE International Conference on Acoustics, Speech and Signal Processing.

[7]  ZHONGDE WANG On computing the discrete Fourier and cosine transforms , 1985, IEEE Trans. Acoust. Speech Signal Process..

[8]  Wan-Chi Siu,et al.  Mixed-radix discrete cosine transform , 1993, IEEE Trans. Signal Process..

[9]  Henrique S. Malvar Fast computation of the discrete cosine transform and the discrete Hartley transform , 1987, IEEE Trans. Acoust. Speech Signal Process..

[10]  P. Yip,et al.  Discrete Cosine Transform: Algorithms, Advantages, Applications , 1990 .

[11]  B. Lee A new algorithm to compute the discrete cosine Transform , 1984 .