Title :
Results on optimal biorthogonal filter banks
Author :
Vaidyanathan, P.P. ; Kirac, Ahmet
Author_Institution :
Dept. of Electr. Eng., California Inst. of Technol., Pasadena, CA, USA
fDate :
8/1/1998 12:00:00 AM
Abstract :
Optimization of filter banks for specific input statistics has been of interest in the theory and practice of subband coding. For the case of orthonormal filter banks with infinite order and uniform decimation, the problem has been completely solved in recent years. For the case of biorthogonal filter banks, significant progress has been made recently, although a number of issues still remain to be addressed. In this paper we briefly review the orthonormal case, and then present several new results for the biorthogonal case. All discussions pertain to the infinite order (ideal filter) case. The current status of research as well as some of the unsolved problems are described
Keywords :
data compression; encoding; filtering theory; optimisation; biorthogonal filter banks; ideal filter case; infinite order case; optimal filter banks; optimization; specific input statistics; subband coding; Bit rate; Channel bank filters; Data compression; Filter bank; Helium; Image coding; Image reconstruction; Karhunen-Loeve transforms; Performance analysis; Statistics;
Journal_Title :
Circuits and Systems II: Analog and Digital Signal Processing, IEEE Transactions on