Title :
Implementation and perfect reconstruction of a maximally decimated FIR filter bank using parallel module decomposition
Author_Institution :
Kanazawa Inst. of Technol., Ishikawa, Japan
fDate :
2/1/1997 12:00:00 AM
Abstract :
This paper discusses an implementation and the perfect reconstruction (PR) of an M-channel maximally decimated FIR fitter bank. Using the polynomial module arithmetics, the filter bank is decomposed into a set of module filter banks of size M, independent of the filter length. When the filter bank is uniform, the computational cost is the same as the polyphase/FFT implementation. When it is not uniform, in which case the polyphase/FFT implementation is not applicable, the computational cost is still reduced by sharing among channel filtering computations. The parallel module configuration is favorable for hardware implementation because decomposing a large system into small subsystems is generally advantageous for many realizations. The PR analysis is greatly simplified by working on the module filter banks as well
Keywords :
FIR filters; computational complexity; digital filters; fast Fourier transforms; signal reconstruction; PR analysis; channel filtering computations; computational cost; implementation; maximally decimated FIR filter bank; module filter banks; parallel module decomposition; perfect reconstruction; polynomial module arithmetic; polyphase/FFT implementation; Arithmetic; Channel bank filters; Computational efficiency; Filter bank; Filtering; Finite impulse response filter; Hardware; Interpolation; Polynomials; Signal synthesis;
Journal_Title :
Signal Processing, IEEE Transactions on