Title :
Design of linear phase FIR filters using the nonuniform DCT
Author :
Okuda, Masahiro ; Kiyose, Kugeyulci ; Ikehara, Masaaki ; Takahashi, Shin-Ichi
Author_Institution :
Dept. of Electr. Eng., Keio Univ., Yokohama, Japan
fDate :
31 May-3 Jun 1998
Abstract :
We propose a novel interpolation technique for the design of linear phase FIR filters on nonuniform frequency grids. In this paper, we introduce the NDCT and propose an efficient way to implement it. In our method, the interpolation problem is converted into the one of constructing orthonormal functions. The computational complexity is O(N 2) which is comparable with the Lagrange and Newton interpolation methods. The advantage over the other interpolation techniques is that one can easily apply this method to a least squares approximation on nonuniformly frequency grids by truncating filter coefficients
Keywords :
FIR filters; computational complexity; delay circuits; digital filters; discrete cosine transforms; filtering theory; interpolation; least squares approximations; computational complexity; filter coefficients truncation; interpolation technique; least squares approximation; linear phase FIR filters; nonuniform DCT; nonuniform frequency grids; orthonormal functions; Discrete Fourier transforms; Discrete cosine transforms; Finite impulse response filter; Frequency response; Interpolation; Lagrangian functions; Least squares methods; Nonlinear filters; Polynomials; Sampling methods;
Conference_Titel :
Circuits and Systems, 1998. ISCAS '98. Proceedings of the 1998 IEEE International Symposium on
Conference_Location :
Monterey, CA
Print_ISBN :
0-7803-4455-3
DOI :
10.1109/ISCAS.1998.694500