DocumentCode :
2906805
Title :
On bit allocation strategies for paraunitary subband coders
Author :
Soman, A.K. ; Vaidyanathan, P.P.
Author_Institution :
Dept. of Electr. Eng., California Inst. of Technol., Pasadena, CA, USA
fYear :
1991
fDate :
4-6 Nov 1991
Firstpage :
741
Abstract :
Quadrature mirror filters have been employed to decompose a signal into subbands. The signals in each subband are quantized before transmission. The authors derive conditions on the individual quantizer error variances so as to minimize the overall reconstruction error variance. The present results hold for filter banks having paraunitary polyphase matrices. Under the assumption that the total number of bits over all channels is fixed, it is shown that their distribution which minimizes the reconstruction error variance is the one that makes the individual quantizer variances equal. This analysis is extended to tree-structured filter banks, such as those used for generating orthonormal wavelets. In this case, it is shown that the quantizer error variance in a particular branch should be proportional to the corresponding decimation factor
Keywords :
data compression; digital filters; encoding; filtering and prediction theory; matrix algebra; QMF; bit allocation; decimation factor; orthonormal wavelets; paraunitary polyphase matrices; paraunitary subband coders; quadrature mirror filters; quantizer error variances; reconstruction error variance; signal compression; signal decomposition; tree-structured filter banks; Bit rate; Equations; Filter bank; Interpolation; Mirrors; Probability density function; Signal analysis; Tellurium; Wavelet analysis; Wavelet transforms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signals, Systems and Computers, 1991. 1991 Conference Record of the Twenty-Fifth Asilomar Conference on
Conference_Location :
Pacific Grove, CA
ISSN :
1058-6393
Print_ISBN :
0-8186-2470-1
Type :
conf
DOI :
10.1109/ACSSC.1991.186546
Filename :
186546
Link To Document :
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