Title :
Efficient realization for symmetric orthogonal multiwavelet by simple scaling and rotation
Author :
Ma, Chun-Yat ; Hsung, Tai-Chiu ; Lun, Daniel Pak-Kong
Author_Institution :
Dept. of Electron. & Inf. Eng., Hong Kong Polytech., Kowloon, China
Abstract :
An efficient realization of the symmetric orthogonal discrete multiwavelet transform, using simple scaling and rotation matrix factorization, is proposed in this paper. Simulation results show that, by factorizing the polyphase matrix of the multiwavelet into a base matrix and a set of scaling and rotation matrices, the computational complexity can be greatly reduced.
Keywords :
discrete wavelet transforms; matrix decomposition; computational complexity reduction; polyphase matrix; rotation matrix factorization; simple scaling matrices; symmetric orthogonal discrete multiwavelet transform; Computational complexity; Computational modeling; Discrete transforms; Finite impulse response filter; Matrix decomposition; Signal analysis; Signal processing; Signal processing algorithms; Symmetric matrices; Wavelet analysis;
Conference_Titel :
Circuits and Systems, 2005. ISCAS 2005. IEEE International Symposium on
Print_ISBN :
0-7803-8834-8
DOI :
10.1109/ISCAS.2005.1465723