Title :
Harmonics-resistant adaptive algorithm for line-frequency signal processing
Author :
Vainio, Olli ; Ovaska, Seppo J.
Author_Institution :
Dept. of Inf. Technol., Tampere Univ. of Technol., Finland
fDate :
6/1/2002 12:00:00 AM
Abstract :
Adaptive filters are often used in signal processing tasks related to line-frequency signals in power distribution systems. In this paper, we discuss a computationally efficient adaptive algorithm for transversal discrete-time filters. The algorithm, which is based on the so-called general parameter method, uses only two dynamically adjusted parameters, each to be added to a block of coefficients of a fixed basis finite-impulse response filter. The parameter updating formula involves running addition of the data samples, causing suppression of certain frequencies. Therefore, the algorithm can be designed to adapt mainly according to the primary input frequency while being tolerant against specific harmonic components. This is advantageous, for instance, when processing 50/60-Hz line-frequency signals. The properties and stability of the algorithm are analyzed
Keywords :
FIR filters; adaptive filters; adaptive signal processing; digital filters; distribution networks; power distribution lines; power harmonic filters; power system harmonics; 50 Hz; 60 Hz; adaptive filters; data samples; digital filters; dynamically adjusted parameters; fixed basis finite-impulse response filter; general parameter method; harmonic components; harmonics-resistant adaptive algorithm; line-frequency signal processing; parameter updating formula; power distribution systems; prediction methods; primary input frequency; transversal discrete-time filters; Adaptive algorithm; Adaptive filters; Adaptive signal processing; Algorithm design and analysis; Frequency; Power distribution; Power harmonic filters; Signal processing; Signal processing algorithms; Transversal filters;
Journal_Title :
Industrial Electronics, IEEE Transactions on
DOI :
10.1109/TIE.2002.1005398