Title :
Subband coding of cyclostationary signals with overdecimated filter banks
Author :
Dasgupta, Soura ; Pandharipande, Ashish
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Iowa, Iowa City, IA, USA
Abstract :
We consider optimal orthonormal filter banks for subband coding of wide sense cyclostationary signals, with N-periodic second order statistics. An L-channel over decimated uniform filter bank, with N-periodic analysis and synthesis filters, is used as the subband coder. An average variance condition is used to measure the output distortion. We show that for at least three potential bit allocation strategies, the optimum filter bank is a principal component filter bank. This is in the same vein as our earlier results on subband coding with maximally decimated filter banks.
Keywords :
channel bank filters; higher order statistics; L-channel; N-periodic second order statistics; average variance condition; decimated uniform filter bank; maximally filter banks; optimal orthonormal filter banks; potential bit allocation strategies; principal component filter bank; subband coding; synthesis filters; wide sense cyclostationary signals; Abstracts; Filter banks; Manganese;
Conference_Titel :
Signal Processing Conference, 2002 11th European
Conference_Location :
Toulouse