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
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