DocumentCode :
3396461
Title :
The FIR window function design based on evolutionary algorithm
Author :
Kangshun Li ; Yuan Liu
Author_Institution :
Sch. of Inf. Eng., Jiangxi Univ. of Sci. & Technol., Ganzhou, China
fYear :
2011
fDate :
19-22 Aug. 2011
Firstpage :
1797
Lastpage :
1800
Abstract :
This paper improved the function of the FIR window based on evolutionary algorithms. This window function is different from the Han window, Hamming window and Blackmail window. Firstly it combines cosine series to window function linearly. Then it makes linear programming on conditions that digital Filter should meet according to characteristics of FIR digital filter and adjusts window function weights according to changes of the signal to improve the algorithm. Advantage of this method is that it can select a more appropriate window function according to characteristics of filter. The simulation results show that the filter designed in this method is more intelligent.
Keywords :
FIR filters; evolutionary computation; linear programming; Blackmail window; FIR digital filter; FIR window function; Hamming window; Han window; linear programming; on evolutionary algorithm; Adaptive filters; Attenuation; Evolutionary computation; Filtering algorithms; Finite impulse response filter; Gabor filters; FIR; evolutionary algorithm; window function;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mechatronic Science, Electric Engineering and Computer (MEC), 2011 International Conference on
Conference_Location :
Jilin
Print_ISBN :
978-1-61284-719-1
Type :
conf
DOI :
10.1109/MEC.2011.6025833
Filename :
6025833
Link To Document :
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