Title :
Biorthogonal bases of compactly supported matrix valued wavelets
Author :
Slavakis, Konstantinos ; Yamada, Isao
Author_Institution :
Dept. of Electr. & Electron. Eng., Tokyo Inst. of Technol., Japan
Abstract :
We introduce the concept of biorthogonal bases of compactly supported matrix valued wavelets and examine the feasibility of their construction. Initially, we assume matrix filter banks assembled by FIR filters such that the perfect reconstruction property for matrix valued signals holds. Without admitting commutativity of any matrix multiplications and by imposing further conditions on the lowpass parts of the matrix filter banks, we construct compactly supported matrix valued wavelet functions that constitute biorthogonal Riesz bases for the matrix valued L2 (R, CN×N ) signal space. To validate our design, we provide a class of biorthogonal compactly supported matrix valued wavelet bases. As a special case, a class of orthonormal compactly supported matrix valued wavelets is also constructed, which in turn leads to regular multiwavelet functions that possess symmetry, compact support and orthogonality properties
Keywords :
FIR filters; filtering theory; matrix multiplication; signal reconstruction; wavelet transforms; FIR filters; biorthogonal Riesz bases; compactly supported matrix valued wavelets; matrix filter banks; matrix multiplication; matrix valued signal space; matrix valued signals; perfect reconstruction property; regular multiwavelet functions; symmetry; Assembly; Australia; Biomedical signal processing; Displays; Erbium; Filter bank; Finite impulse response filter; Signal analysis; Signal processing; Wavelet analysis;
Conference_Titel :
Signal Processing and Its Applications, 1999. ISSPA '99. Proceedings of the Fifth International Symposium on
Conference_Location :
Brisbane, Qld.
Print_ISBN :
1-86435-451-8
DOI :
10.1109/ISSPA.1999.815836