TY - JOUR
T1 - The fractional Fourier domain analysis of two channel filter banks
AU - Meng, Xiang Yi
AU - Tao, Ran
AU - Wang, Yue
PY - 2008/5
Y1 - 2008/5
N2 - Sub-band coders have been applied widely in the image processing and speech signal processing. Two-channel multirate digital filter banks are the basic components of the tree-structured sub-band coders. This paper proposes the perfect reconstruction condition of two channel multirate filter banks in the fractional Fourier domain (FRFD), based on the theorem for FRFD analysis of signal sampling rate conversion and fractional convolution theory. Then, this paper illustrates that it is possible to design two-channel FIR Quadrature Mirror Filter Banks (QMFB) and Conjugate Quadrature Mirror Filter Banks (CQMFB) through the prototype filters of FIR QMFB and CQMFB in Fourier domain. The proposed theorems in this study advance the generalization of filter banks in FRFD, which are the bases of the applications of FRFT in the practices, such as image processing, speech signal processing, etc. Finally, the effectiveness of the proposed methods is verified by the simulations.
AB - Sub-band coders have been applied widely in the image processing and speech signal processing. Two-channel multirate digital filter banks are the basic components of the tree-structured sub-band coders. This paper proposes the perfect reconstruction condition of two channel multirate filter banks in the fractional Fourier domain (FRFD), based on the theorem for FRFD analysis of signal sampling rate conversion and fractional convolution theory. Then, this paper illustrates that it is possible to design two-channel FIR Quadrature Mirror Filter Banks (QMFB) and Conjugate Quadrature Mirror Filter Banks (CQMFB) through the prototype filters of FIR QMFB and CQMFB in Fourier domain. The proposed theorems in this study advance the generalization of filter banks in FRFD, which are the bases of the applications of FRFT in the practices, such as image processing, speech signal processing, etc. Finally, the effectiveness of the proposed methods is verified by the simulations.
KW - Perfect reconstruction
KW - The fractional Fourier transform
KW - The fractional convolution theory
KW - The signal polyphase representation
KW - Two channel filter banks
UR - http://www.scopus.com/inward/record.url?scp=45949091775&partnerID=8YFLogxK
M3 - Article
AN - SCOPUS:45949091775
SN - 0372-2112
VL - 36
SP - 919
EP - 926
JO - Tien Tzu Hsueh Pao/Acta Electronica Sinica
JF - Tien Tzu Hsueh Pao/Acta Electronica Sinica
IS - 5
ER -