Title :
Adaptive line enhancement by using an IIR lattice notch filter
Author :
Cho, Nam Ik ; Choi, Chong-Ho ; Lee, Sang U K
Author_Institution :
Dept. of Control & Instrum. Eng., Seoul Nat. Univ., South Korea
fDate :
4/1/1989 12:00:00 AM
Abstract :
Two simple methods for retrieving a single sinusoid corrupted with noise are proposed. They are based on the lattice form realization of an adaptive infinite-impulse-response (IIR) notch filter. The IIR filter is a cascade of second-order all-pole and all-zero filters, and the coefficients of the finite-impulse-response (FIR) section are adapted. The proposed algorithms keep the poles of the filter inside the unit circle. The computer simulation results show that the algorithms have considerable potential in adaptive notch filter applications, especially when the input signal-to-noise ratio is low.<>
Keywords :
adaptive filters; digital filters; filtering and prediction theory; noise; notch filters; IIR lattice notch filter; adaptive filters; adaptive line enhancement; all-pole filters; all-zero filters; finite-impulse-response; infinite-impulse-response; noise; Adaptive filters; Convergence; Filtering algorithms; IIR filters; Image restoration; Image segmentation; Iterative algorithms; Lattices; Smoothing methods; Sparse matrices;
Journal_Title :
Acoustics, Speech and Signal Processing, IEEE Transactions on