DocumentCode
1725450
Title
Design of linear-phase two-channel quadrature mirror filter banks using neural minor component analysis
Author
Li-Woei Chen ; Yue-Dar Jou ; Fu-Kun Chen ; Shu-Sheng Hao
fYear
2015
Firstpage
288
Lastpage
289
Abstract
This paper presents a neural-based minor component analysis algorithm for designing quadrature mirror filter banks in the least-squares sense. The objective function of the design problem is formulated as an eigenvector solving problem of a real, symmetric and positive-definite matrix. An alternative minor component analysis algorithm based on neural learning rule is exploited to achieve the eigenfilter design of the quadrature mirror filter bank with accurate performance.
Keywords
channel bank filters; eigenvalues and eigenfunctions; electronic design automation; linear phase filters; matrix algebra; neural nets; QMF banks; eigenfilter design; eigenvector solving problem; least-squares sense; linear-phase two-channel filter bank; minor component analysis algorithm; neural learning rule; neural minor component analysis; neural-based MCA algorithm; objective function; positive-definite matrix; quadrature mirror filter bank;
fLanguage
English
Publisher
ieee
Conference_Titel
Consumer Electronics - Taiwan (ICCE-TW), 2015 IEEE International Conference on
Conference_Location
Taipei
Type
conf
DOI
10.1109/ICCE-TW.2015.7216902
Filename
7216902
Link To Document