Title :
Multiplier-less discrete sinusoidal and lapped transforms using sum-of-powers-of-two (sopot) coefficients
Author :
Chan, S.C. ; Yiu, P.M.
Author_Institution :
Dept. of Electr. & Electron. Eng., Hong Kong Univ., China
Abstract :
This paper proposes a new family of multiplier-less discrete cosine and sine transforms called the SOPOT DCTs and DSTs. The fast algorithm of Wang (1994) is used to parameterize all the DCTs and DSTs in terms of certain (2×2) matrices, which are then converted to SOPOT representation. The forward and inverse transforms can be implemented with the same set of SOPOT coefficients. A random search algorithm is also proposed to search for these SOPOT coefficients. Experimental results show that the (2×2) basic matrix can be implemented, on the average, in 6 to 12 additions. The proposed algorithms therefore require only O(N log2 N) additions, which is very attractive for VLSI implementation. Using these SOPOT DCTs/DSTs, a family of SOPOT Lapped Transforms (LT) is also developed. They have similar coding gains but much lower complexity than their real valued counterparts
Keywords :
computational complexity; discrete cosine transforms; matrix algebra; search problems; signal processing; very high speed integrated circuits; 2×2 basic matrix; SOPOT DCT; SOPOT lapped transforms; SOPOT representation; VLSI implementation; coding gains; complexity; discrete cosine transforms; discrete sinusoidal transforms; lapped transforms; random search algorithm; sine transforms; sum-of-powers-of-two coefficients; Discrete Fourier transforms; Discrete cosine transforms; Discrete transforms; Filter bank; Image coding; Image processing; Matrix converters; Matrix decomposition; Signal processing; Very large scale integration;
Conference_Titel :
Circuits and Systems, 2001. ISCAS 2001. The 2001 IEEE International Symposium on
Conference_Location :
Sydney, NSW
Print_ISBN :
0-7803-6685-9
DOI :
10.1109/ISCAS.2001.920994