Title :
Linear phase cosine modulated maximally decimated filter banks with perfect reconstruction
Author :
Lin, Yuan-Pei ; Vaidyanathan, P.P.
Author_Institution :
Dept. of Electr. Eng., California Inst. of Technol., Pasadena, CA, USA
fDate :
11/1/1995 12:00:00 AM
Abstract :
We propose a novel way to design maximally decimated FIR cosine modulated filter banks, in which each analysis and synthesis filter has a linear phase. The system can be designed to have either the approximate reconstruction property (pseudo-QMF system) or perfect reconstruction property (PR system). In the PR case, the system is a paraunitary filter bank. As in earlier work on cosine modulated systems, all the analysis filters come from an FIR prototype filter. However, unlike in any of the previous designs, all but two of the analysis filters have a total bandwidth of 2π/M rather than π/M (where 2M is the number of channels in our notation). A simple interpretation is possible in terms of the complex (hypothetical) analytic signal corresponding to each bandpass subband. The coding gain of the new system is comparable with that of a traditional M-channel system (rather than a 2M-channel system). This is primarily because there are typically two bandpass filters with the same passband support. Correspondingly, the cost of the system (in terms of complexity of implementation) is also comparable with that of an M-channel system. We also demonstrate that very good attenuation characteristics can be obtained with the new system
Keywords :
band-pass filters; delay circuits; filtering theory; image coding; image reconstruction; modulation; quadrature mirror filters; signal synthesis; FIR filter banks; FIR prototype filter; M-channel system; analysis filter; approximate reconstruction property; attenuation characteristics; bandpass filters; bandpass subband; coding gain; complex analytic signal; cosine modulated maximally decimated filter banks; image coding; implementation complexity; linear phase filter banks; paraunitary filter bank; passband support; perfect reconstruction property; pseudo-QMF system; synthesis filter; system cost; total bandwidth; Band pass filters; Bandwidth; Channel bank filters; Filter bank; Finite impulse response filter; Nonlinear filters; Passband; Phase modulation; Prototypes; Signal analysis;
Journal_Title :
Signal Processing, IEEE Transactions on