Fast discrete cosine transform via computation of moments

被引:14
|
作者
Liu, JG
Li, HF
Chan, FHY
Lam, FK
机构
[1] Univ Hong Kong, Dept Elect & Elect Engn, Hong Kong, Hong Kong
[2] Concordia Univ, Dept Comp Sci, Montreal, PQ H3G 1M8, Canada
关键词
D O I
10.1023/A:1008021924871
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Discrete cosine transform (DCT) is widely used in signal processing. This paper presents a novel approach to perform DCT DCT is expressed in terms of discrete moments via triangle function transforms and later Taylor series expansion. From this, a fast systolic array for computing moments is converted to compute DCT with only a few multiplications and without any cosine evaluations. The systolic array has advantages of pipelinability, regularity, modularity, local connectivity and scalability, thus making it to be very suitable for VLSI implementation. We provide an estimate of the realizability of our array in a 0.5 mu m CMOS technology and comparisons with other methods. The execution time of the systolic array is only O(N log(2) N/log(2) log(2) N) in computing ID N-point DCT if N is sufficiently large. The approach is also applicable to multiple dimensional DCT and DCT inverses.
引用
收藏
页码:257 / 268
页数:12
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