Title :
Digital Multiple Notch Filter Design Based on Genetic Algorithm
Author :
Qiusheng Wang ; Jialing Song ; Haiwen Yuan
Author_Institution :
Sch. of Autom. Sci. & Electr. Eng., Beihang Univ., Beijing, China
Abstract :
Digital multiple notch filters are applied to remove or suppress several narrow-band interference components simultaneously in a digital signal while preserve the other frequency components unchanged. A novel design method of an infinite impulse response (IIR) multiple notch filter is presented in this paper. It is based on genetic algorithm (GA) which is one of the very effective tools of optimization. Firstly, the rational system function of the notch filter is constructed and the optimized objects are determined. Secondly, the pole angles related notch bandwidths are optimized by genetic algorithm. Finally, the effectiveness and practicability are verified by some experimental results. The proposed design method obtains better magnitude response than the traditional cascading design method. It has good versatility and can be applied in speech processing, communication, biomedical engineering and other technical fields.
Keywords :
IIR filters; genetic algorithms; interference suppression; notch filters; IIR multiple notch filter; digital multiple notch filter design; genetic algorithm; infinite impulse response multiple notch filter; narrow-band interference component removal; narrow-band interference component suppression; rational system function; Bandwidth; Design methodology; Genetic algorithms; Genetics; Harmonic analysis; Optimization; Power system harmonics; Multiple notch filter; digital filter design; genetic algorithm; narrow-band interference suppression;
Conference_Titel :
Instrumentation and Measurement, Computer, Communication and Control (IMCCC), 2014 Fourth International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4799-6574-8
DOI :
10.1109/IMCCC.2014.45