Title :
A novel approach to the design of the class of triplet halfband filterbanks
Author :
Tay, David B H ; Palaniswami, M.
Author_Institution :
Dept. of Electron. Eng., LaTrobe Univ., Vic., Australia
fDate :
7/1/2004 12:00:00 AM
Abstract :
A new approach is presented for designing the recently introduced class of triplet halfband filterbank which are defined by three kernels. The Parametric Bernstein Polynomial is used to construct the kernels. The filterbanks have the advantage of structural perfect reconstruction and structural regularity. The design of the free parameters of the Bernstein Polynomial is achieved through a least squares method. A novel iterative procedure is employed to optimize the objective function which is a multiquadratic function of the free parameters. The design technique is flexible in that it allows filters with different characteristics to be designed with ease. Filter regularity can be traded for increased sharpness in the frequency response and regular scaling function and wavelets can be readily obtained.
Keywords :
FIR filters; channel bank filters; digital filters; frequency response; iterative methods; least squares approximations; polynomials; wavelet transforms; digital filters; filter regularity; finite impulse response; free parameters; frequency response; least squares method; multiquadratic function; parametric Bernstein polynomial; regular scaling function; structural perfect reconstruction; structural regularity; triplet halfband filterbanks; wavelet transforms; Digital filters; Discrete wavelet transforms; Filter bank; Finite impulse response filter; Fourier transforms; Frequency; Kernel; Polynomials; Process design; Signal resolution; FIR; Filter banks; digital filters; finite impulse response; halfband filters; wavelet transforms;
Journal_Title :
Circuits and Systems II: Express Briefs, IEEE Transactions on
DOI :
10.1109/TCSII.2004.831430