DocumentCode
2707271
Title
New hardware-efficient algorithm and architecture for the computation of 2-D DCT on a linear systolic array
Author
Hsiao, Shen-Fu ; Shiue, Wei-Ren
Author_Institution
Inst. of Comput. & Inf. Eng., Nat. Sun Yat-Sen Univ., Kaohsiung, Taiwan
Volume
6
fYear
1999
fDate
15-19 Mar 1999
Firstpage
3517
Abstract
A new recursive algorithm for fast computation of two-dimensional discrete cosine transforms (2-D DCT) is derived by converting the 2-D data matrices into 1-D vectors and then using different partition methods for the time and frequency indices. The algorithm first computes the 2-D complex DCT (2-D CCT) and then produces two 2-D DCT outputs simultaneously through a post-addition step. The decomposed form of the 2-D recursive algorithm looks very like a radix-4 FFT algorithm and is in particular suitable for VLSI implementation since the common entries in each row of the butterfly-like matrix are factored out in order to reduce the number of multipliers. A new linear systolic architecture is presented which leads to a hardware-efficient architectural design requiring only logN multipliers plus 3logN adders/subtractors for the computation of two N×N DCTs
Keywords
VLSI; digital arithmetic; digital signal processing chips; discrete cosine transforms; image coding; recursive estimation; systolic arrays; transform coding; 1D vectors; 2D complex DCT; 2D data matrices; 2D recursive algorithm; VLSI implementation; adders/subtractors; butterfly-like matrix; frequency index; hardware-efficient algorithm; hardware-efficient architecture; image coding; linear systolic architecture; linear systolic array; multipliers; partition methods; post-addition step; radix-4 FFT algorithm; recursive algorithm; time index; two-dimensional discrete cosine transforms; video coding; Computer architecture; Data engineering; Discrete cosine transforms; Hardware; Matrix converters; Matrix decomposition; Partitioning algorithms; Systolic arrays; Vectors; Very large scale integration;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 1999. Proceedings., 1999 IEEE International Conference on
Conference_Location
Phoenix, AZ
ISSN
1520-6149
Print_ISBN
0-7803-5041-3
Type
conf
DOI
10.1109/ICASSP.1999.757601
Filename
757601
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