Title :
An adaptive IIR structure for the separation, enhancement, and tracking of multiple sinusoids
Author :
Ko, C.C. ; Li, C.P.
Author_Institution :
Dept. of Electr. Eng., Nat. Univ. of Singapore, Singapore
fDate :
10/1/1994 12:00:00 AM
Abstract :
A new IIR adaptive algorithm for separating, enhancing and tracking multiple sinusoids is investigated. In this algorithm, up to M complex sinusoids are individually tracked by passing the input into a Mth order IIR notch filter and then into a parallel bank of M first-order all-pole filters whose poles are equal to the zeros of the notch filter. The advantages of the algorithm are O(M) implementation complexity, separation of the sinusoids, one asymptotic time constant and inherent stability with poles constrained to be inside the unit circle
Keywords :
adaptive filters; computational complexity; digital filters; filtering and prediction theory; notch filters; poles and zeros; signal processing; tracking; IIR adaptive algorithm; Mth order IIR notch filter; adaptive IIR structure; asymptotic time constant; complex sinusoids; enhancement; first-order all-pole filters; implementation complexity; inherent stability; multiple sinusoids; parallel bank; separation; tracking; unit circle; zeros; Adaptive algorithm; Adaptive filters; Filter bank; Frequency estimation; IIR filters; Poles and zeros; Radar tracking; Stability; Transfer functions; White noise;
Journal_Title :
Signal Processing, IEEE Transactions on